From ba95e701d5d94971f6aebddb5b91a6c7459844ee Mon Sep 17 00:00:00 2001 From: gastonq Date: Mon, 22 Jul 2019 17:34:22 +0000 Subject: [PATCH 1/4] modificaciones --- 1-Introduction.ipynb | 2 +- ...atistical Natural Language Procesing.ipynb | 26 +++++++++---------- 2 files changed, 14 insertions(+), 14 deletions(-) diff --git a/1-Introduction.ipynb b/1-Introduction.ipynb index 2b71f52..a1832e4 100644 --- a/1-Introduction.ipynb +++ b/1-Introduction.ipynb @@ -111,7 +111,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/2-Statistical Natural Language Procesing.ipynb b/2-Statistical Natural Language Procesing.ipynb index 934446d..3bd02be 100644 --- a/2-Statistical Natural Language Procesing.ipynb +++ b/2-Statistical Natural Language Procesing.ipynb @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 31, "metadata": { "scrolled": true }, @@ -50,20 +50,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "Vocabulary Size: 21 \n", + "Vocabulary Size: 5 \n", "\n", - "Vocabulary: ['an', 'bird', 'cat', 'catch', 'cow', 'do', 'dog', 'goat', 'how', 'know', 'not', 'old', 'she', 'spider', 'swallowed', 'the', 'there', 'to', 'was', 'who', 'woman'] \n", + "Vocabulary: ['catch', 'she', 'swallowed', 'the', 'to'] \n", "\n", "Vectorized Count Matrix\n", - "[[1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1]\n", - " [0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 0 0 0]\n", - " [0 0 0 1 1 0 0 1 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", - " [0 0 0 1 0 0 1 1 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", - " [0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", - " [0 1 1 1 0 0 0 0 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", - " [0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 2 0 1 0 0 0]] \n", + "[[0 0 1 0 0]\n", + " [0 1 1 0 0]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]] \n", "\n", - "Totals: [ 1 2 2 5 3 1 2 2 1 1 1 1 6 1 7 10 1 5 1 1 1] \n", + "Totals: [ 5 6 7 10 5] \n", "\n" ] } @@ -84,7 +84,7 @@ "\n", "# What does token_pattern do by default?\n", "\n", - "cv = CountVectorizer(lowercase=True, stop_words=None, max_features=None, ngram_range=(1, 1), max_df=1.0, min_df=1)\n", + "cv = CountVectorizer(lowercase=True, stop_words=None, max_features=None, ngram_range=(1, 1), max_df=1.0, min_df=0.5)\n", "\n", "cv_fit=cv.fit_transform(text)\n", "\n", @@ -323,7 +323,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" } }, "nbformat": 4, From bf836f7435cddb84e2a0c76112828cd2fdc67750 Mon Sep 17 00:00:00 2001 From: gastonq Date: Mon, 22 Jul 2019 17:35:00 +0000 Subject: [PATCH 2/4] abc --- .../1-Introduction-checkpoint.ipynb | 119 +++++++ ...atural Language Procesing-checkpoint.ipynb | 331 ++++++++++++++++++ 2 files changed, 450 insertions(+) create mode 100644 .ipynb_checkpoints/1-Introduction-checkpoint.ipynb create mode 100644 .ipynb_checkpoints/2-Statistical Natural Language Procesing-checkpoint.ipynb diff --git a/.ipynb_checkpoints/1-Introduction-checkpoint.ipynb b/.ipynb_checkpoints/1-Introduction-checkpoint.ipynb new file mode 100644 index 0000000..a1832e4 --- /dev/null +++ b/.ipynb_checkpoints/1-Introduction-checkpoint.ipynb @@ -0,0 +1,119 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Deep Learning #4" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## What is Machine Learning (ML) ?\n", + "\n", + "* Finding (and exploiting) patterns in data\n", + "\n", + "* Replacing \"humans writing code\" with \"humans providing data\"!\n", + " * ML algorithms learns what is desired based on example data\n", + " * We try to mimic reasoning\n", + "\n", + "\n", + "* Formal Definition: Given experence E with respect to some defined task T and\n", + " some performance measure P, if the performance P on T improves with experience E then\n", + " the system is said to have learned.\n", + "\n", + "## Classifying Machine Learning\n", + "\n", + "#### Classifying Machine Learning Systems\n", + "* Trained or not trained with supervision\n", + " * Supervised Learning\n", + " * Unsupervised Learning\n", + " * Semi-supervised Learning\n", + " * Reinforcement Learning\n", + " * Learning Theory \n", + "\n", + "\n", + "* Static learning versus Dynamic Incremental learning \n", + " * Batch learning\n", + " * Online learning\n", + "\n", + "\n", + "* Comparative Association versus Pattern Detection
\n", + " * Instance based learning (requires measure of simularity)\n", + " \n", + " * Model based learning (identify classification boundary)\n", + " \n", + " \n", + " \n", + "#### Generalization (i.e. regularization) is importamnt to make NLP models performant!!!\n", + "\n", + "##### Worth the Read . . . [Overfitting and Undercomputing in ML](./view/Overfitting-and-Undercomputing-in-ML.pdf)\n", + "\n", + "#### ML algorithms cannot overcome insufficient training data !!!\n", + "\n", + " \n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Supervised Learning Applied to Text\n", + "\n", + "* Learning with a teacher\n", + "* Input: Feature Space (X) Output: Labels (Y)\n", + "* Learners we will explore\n", + " * Decision Trees\n", + " * Decision Stumps\n", + " * Support Vector Machines\n", + " * K-Nearest Neighbor\n", + " * Random Forests\n", + " * Multinomial Nieve Bayes\n", + " * Boosting Weak Clasifiers\n", + "\n", + "#### Unupervised Learning Applied to Text\n", + "\n", + "* Learning without a teacher\n", + "* Input: Feature Space (X) NO LABELS !!!\n", + "* Learners we will explore\n", + " * K-means Text Clustering\n", + " * Multinomial Expectation Maximization Clustering\n", + " * Distributional Semantics with Neural Networks\n", + " * Dimensionality Reduction\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/2-Statistical Natural Language Procesing-checkpoint.ipynb b/.ipynb_checkpoints/2-Statistical Natural Language Procesing-checkpoint.ipynb new file mode 100644 index 0000000..3bd02be --- /dev/null +++ b/.ipynb_checkpoints/2-Statistical Natural Language Procesing-checkpoint.ipynb @@ -0,0 +1,331 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Statistical Natural Language Processing \n", + "\n", + "#### Translation: Machine Learning with Unique Features and Feature Representations\n", + "\n", + "### Guiding Principles\n", + "#### Somehow we need to turn the meaning of the text into numerical values representative of their semantic importance\n", + "#### Language is very noisy and contains a great dela of ambiguity therefore we need to find ways to reduce the noise and ambiguity\n", + "\n", + "\n", + "## n-Gram Model\n", + "\n", + " \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Transforming Text to n-gram Frequency Counts\n", + "\n", + "##### 1) What does playing with ngram_range do?\n", + "\n", + "##### 2) What does max_df and min_df do?\n", + "\n", + "##### 3) What does max_featues do?\n", + "\n", + "##### 4) What does tokenizer do?\n", + "\n", + "##### 5) What does stop_words do?\n", + "\n", + "##### 6) What is the issue with larger n-grams?\n", + "\n", + "##### 7) Why are frequency counts considered a biased representation ?\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vocabulary Size: 5 \n", + "\n", + "Vocabulary: ['catch', 'she', 'swallowed', 'the', 'to'] \n", + "\n", + "Vectorized Count Matrix\n", + "[[0 0 1 0 0]\n", + " [0 1 1 0 0]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]\n", + " [1 1 1 2 1]] \n", + "\n", + "Totals: [ 5 6 7 10 5] \n", + "\n" + ] + } + ], + "source": [ + "from sklearn.feature_extraction.text import CountVectorizer\n", + "\n", + "text = [\"There was an old woman who swallowed a cow\",\n", + " \"I do not know how she swallowed a cow\",\n", + " \"She swallowed the cow to catch the goat\",\n", + " \"She swallowed the goat to catch the dog\",\n", + " \"She swallowed the dog to catch the cat\",\n", + " \"She swallowed the cat to catch the bird\",\n", + " \"She swallowed the bird to catch the spider\"]\n", + " \n", + "# max_df - ignore terms with a document frequency greater that threshold\n", + "# min_df - ignore terms with a document frequency lower than threshold\n", + "\n", + "# What does token_pattern do by default?\n", + "\n", + "cv = CountVectorizer(lowercase=True, stop_words=None, max_features=None, ngram_range=(1, 1), max_df=1.0, min_df=0.5)\n", + "\n", + "cv_fit=cv.fit_transform(text)\n", + "\n", + "print(\"Vocabulary Size: \", len(cv.get_feature_names()), \"\\n\")\n", + "print(\"Vocabulary: \", cv.get_feature_names(), \"\\n\")\n", + "print(\"Vectorized Count Matrix\")\n", + "print(cv_fit.toarray(), \"\\n\")\n", + "print(\"Totals: \", cv_fit.toarray().sum(axis=0), \"\\n\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Transforming Text to a Co-occurance Matrix\n", + "\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vocabulary: ['an', 'bird', 'cat', 'catch', 'cow', 'do', 'dog', 'goat', 'how', 'know', 'not', 'old', 'she', 'spider', 'swallowed', 'the', 'there', 'to', 'was', 'who', 'woman'] \n", + "\n", + "[[ 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1]\n", + " [ 0 0 1 2 0 0 0 0 0 0 0 0 2 1 2 4 0 2 0 0 0]\n", + " [ 0 1 0 2 0 0 1 0 0 0 0 0 2 0 2 4 0 2 0 0 0]\n", + " [ 0 2 2 0 1 0 2 2 0 0 0 0 5 1 5 10 0 5 0 0 0]\n", + " [ 1 0 0 1 0 1 0 1 1 1 1 1 2 0 3 2 1 1 1 1 1]\n", + " [ 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 0]\n", + " [ 0 0 1 2 0 0 0 1 0 0 0 0 2 0 2 4 0 2 0 0 0]\n", + " [ 0 0 0 2 1 0 1 0 0 0 0 0 2 0 2 4 0 2 0 0 0]\n", + " [ 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0]\n", + " [ 0 0 0 0 1 1 0 0 1 0 1 0 1 0 1 0 0 0 0 0 0]\n", + " [ 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0]\n", + " [ 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1]\n", + " [ 0 2 2 5 2 1 2 2 1 1 1 0 0 1 6 10 0 5 0 0 0]\n", + " [ 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", + " [ 1 2 2 5 3 1 2 2 1 1 1 1 6 1 0 10 1 5 1 1 1]\n", + " [ 0 4 4 10 2 0 4 4 0 0 0 0 10 2 10 0 0 10 0 0 0]\n", + " [ 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1]\n", + " [ 0 2 2 5 1 0 2 2 0 0 0 0 5 1 5 10 0 0 0 0 0]\n", + " [ 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 1]\n", + " [ 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 1 0 1]\n", + " [ 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 0]]\n" + ] + } + ], + "source": [ + "Xc = (cv_fit.T * cv_fit) # this is co-occurrence matrix in sparse csr format\n", + "Xc.setdiag(0) # typically you want to fill same word cooccurence to 0\n", + "print(\"Vocabulary: \", cv.get_feature_names(), \"\\n\")\n", + "print(Xc.todense()) # print out matrix in dense format" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Term-Frequency-Inverse Document Frequency\n", + "\n", + "#### Inverse Document Frequency $(idf_t)$\n", + "* Measure of informativeness of a term: it's rarity across the whole corpus.\n", + "\n", + " ### $idf_t\\space=\\space log_{10}(N\\space/\\space df)$
\n", + " \n", + "* Assign a tf.idf weight to each term t in each document d\n", + "\n", + " ### $w_{t,d}\\space=\\space tf_{t,d}\\space x \\space log_{10}(N\\space/\\space df)$
\n", + "\n", + "#### Intuitively\n", + "* Weight increases with the number of occurrences within a document\n", + "* Weight increases with the rarity of the term across the whole corpus\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "**** STORED AS A SPARSE MATRIX ****\n", + "\n", + "Tf-idf Matrix Size: (7, 47) \n", + "\n", + "Tf-Idf Matrix\n", + "[[0.27350507 0.27350507 0. 0. 0. 0.\n", + " 0. 0. 0.19406002 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0.27350507 0.27350507\n", + " 0. 0. 0. 0.11461498 0.2270327 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0.27350507 0.27350507 0. 0. 0.27350507\n", + " 0.27350507 0.27350507 0.27350507 0.27350507 0.27350507]\n", + " [0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0.22642736 0. 0.31912307 0.31912307\n", + " 0. 0. 0. 0. 0.31912307 0.31912307\n", + " 0.31912307 0.31912307 0.31912307 0.31912307 0. 0.\n", + " 0.15158902 0.15158902 0. 0.13373164 0.26489955 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. ]\n", + " [0. 0. 0. 0. 0. 0.\n", + " 0.20210075 0.20210075 0.2657382 0.37452714 0. 0.\n", + " 0. 0. 0.31088969 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0.17790692 0.17790692 0. 0.15694926 0. 0.20210075\n", + " 0.40420151 0. 0. 0.37452714 0. 0.31088969\n", + " 0. 0. 0. 0.20210075 0.20210075 0.\n", + " 0. 0. 0. 0. 0. ]\n", + " [0. 0. 0. 0. 0. 0.\n", + " 0.20390126 0.20390126 0. 0. 0. 0.\n", + " 0.31365939 0. 0.31365939 0.37786378 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0.17949188 0.17949188 0. 0.15834752 0. 0.20390126\n", + " 0.40780251 0. 0. 0. 0.31365939 0.31365939\n", + " 0. 0. 0. 0.20390126 0.20390126 0.\n", + " 0. 0. 0. 0. 0. ]\n", + " [0. 0. 0. 0. 0.31365939 0.\n", + " 0.20390126 0.20390126 0. 0. 0. 0.\n", + " 0.31365939 0.37786378 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0.17949188 0.17949188 0. 0.15834752 0. 0.20390126\n", + " 0.40780251 0. 0.31365939 0. 0.31365939 0.\n", + " 0. 0. 0. 0.20390126 0.20390126 0.\n", + " 0. 0. 0. 0. 0. ]\n", + " [0. 0. 0.31365939 0. 0.31365939 0.37786378\n", + " 0.20390126 0.20390126 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0.17949188 0.17949188 0. 0.15834752 0. 0.20390126\n", + " 0.40780251 0.31365939 0.31365939 0. 0. 0.\n", + " 0. 0. 0. 0.20390126 0.20390126 0.\n", + " 0. 0. 0. 0. 0. ]\n", + " [0. 0. 0.30059704 0.36212765 0. 0.\n", + " 0.19540979 0.19540979 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0. 0. 0. 0. 0. 0.\n", + " 0.17201694 0.17201694 0.36212765 0.15175313 0. 0.19540979\n", + " 0.39081958 0.30059704 0. 0. 0. 0.\n", + " 0.36212765 0. 0. 0.19540979 0.19540979 0.\n", + " 0. 0. 0. 0. 0. ]]\n", + "\n" + ] + } + ], + "source": [ + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "# Note that max-df is set such that we keep words that can appear across 100% of the corpus and min-df is set\n", + "# such that we throw away words that are in less than 10% of our document corpus. \n", + "# We can also generate unigrams and bigrams which is about right for clinical notes. Beyond bigrams we get very sparse....\n", + "\n", + "tfidfVectorizer = TfidfVectorizer(max_df=1.0, max_features=200000,\n", + " min_df=0.1, stop_words=None,\n", + " use_idf=True, tokenizer=None, ngram_range=(1,2)) \n", + "\n", + "tfidfMatrix = tfidfVectorizer.fit_transform(text)\n", + "\n", + "print(\"**** STORED AS A SPARSE MATRIX ****\\n\")\n", + "print(\"Tf-idf Matrix Size: \", tfidfMatrix.shape, \"\\n\")\n", + "print(\"Tf-Idf Matrix\")\n", + "print(tfidfMatrix.toarray())\n", + "print()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Other Feature Representations . . .\n", + "\n", + "#### Sentence Level Annotation\n", + "##### Example: \n", + "* (+) There is a good deal of opacification at the left base.\n", + "* (-) Right lung is clear\n", + "* (?) CHEST ONE VIEW PORTABLE\n", + "
\n", + " \n", + "* Advantages: Finer grained accuracy\n", + "* Disadvatages: Requires annotation and a voting method\n", + "\n", + "#### Concept-Assertion Pairs\n", + "##### Example: reported fever present, wheezing absent, . . .\n", + "* Advantages: Very accurate and accounts for negation\n", + "* Disadvatages: Requires very fine-grained annotation and a voting method\n", + "\n", + "#### Noun, Verb, and Prepositional Phrases\n", + "##### Example: no pleural effusion, bilateral infiltrates, lungs are clear . . . \n", + "* Advantages: Accurate and can account for negation\n", + "* Disadvatages: Requires a good dependency parser, determination of phrase length, and a voting method\n", + "\n", + "#### IOB (Inside-Outside-Beginning) Format\n", + "##### Example:\n", + "* I_O complained_O to_O Microsoft_B-ORG about_O Bill_B-PER Gates_I-PER\n", + "* They_O told_O me_O to_O see_O the_O mayor_O of_O New_B-LOC York_I-LOC\n", + "
\n", + "\n", + "* Advantages: Very fine-grained annotation\n", + "* Disadvatages: Requires annotation !!!\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From b13503a2ab56ff37dfb273b77dd5d4289ed605b4 Mon Sep 17 00:00:00 2001 From: gastonq Date: Mon, 22 Jul 2019 21:52:26 +0000 Subject: [PATCH 3/4] abcdef --- ...atistical Natural Language Procesing.ipynb | 1069 +++- 3-Sound Statistical Evaluation Methods.ipynb | 100 +- ... Disease Dataset Construction Mimic2.ipynb | 146 +- 5-Pneumonia-Dataset-Construction-Mimic2.ipynb | 138 +- 6-K-Means-Text-Clustering.ipynb | 676 +-- ...-Expectation-Maximization-Clustering.ipynb | 4340 ++++++++--------- differential-corpus.pkl | Bin 3230349 -> 2946970 bytes pna-corpus.pkl | Bin 19789996 -> 25306060 bytes 8 files changed, 3846 insertions(+), 2623 deletions(-) diff --git a/2-Statistical Natural Language Procesing.ipynb b/2-Statistical Natural Language Procesing.ipynb index 3bd02be..5cf2784 100644 --- a/2-Statistical Natural Language Procesing.ipynb +++ b/2-Statistical Natural Language Procesing.ipynb @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 32, "metadata": { "scrolled": true }, @@ -50,20 +50,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "Vocabulary Size: 5 \n", + "Vocabulary Size: 21 \n", "\n", - "Vocabulary: ['catch', 'she', 'swallowed', 'the', 'to'] \n", + "Vocabulary: ['an', 'bird', 'cat', 'catch', 'cow', 'do', 'dog', 'goat', 'how', 'know', 'not', 'old', 'she', 'spider', 'swallowed', 'the', 'there', 'to', 'was', 'who', 'woman'] \n", "\n", "Vectorized Count Matrix\n", - "[[0 0 1 0 0]\n", - " [0 1 1 0 0]\n", - " [1 1 1 2 1]\n", - " [1 1 1 2 1]\n", - " [1 1 1 2 1]\n", - " [1 1 1 2 1]\n", - " [1 1 1 2 1]] \n", + "[[1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1]\n", + " [0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 0 0 0]\n", + " [0 0 0 1 1 0 0 1 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", + " [0 0 0 1 0 0 1 1 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", + " [0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", + " [0 1 1 1 0 0 0 0 0 0 0 0 1 0 1 2 0 1 0 0 0]\n", + " [0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 2 0 1 0 0 0]] \n", "\n", - "Totals: [ 5 6 7 10 5] \n", + "Totals: [ 1 2 2 5 3 1 2 2 1 1 1 1 6 1 7 10 1 5 1 1 1] \n", "\n" ] } @@ -84,7 +84,7 @@ "\n", "# What does token_pattern do by default?\n", "\n", - "cv = CountVectorizer(lowercase=True, stop_words=None, max_features=None, ngram_range=(1, 1), max_df=1.0, min_df=0.5)\n", + "cv = CountVectorizer(lowercase=True, stop_words=None, max_features=None, ngram_range=(1, 1), max_df=1.0, min_df=0.1)\n", "\n", "cv_fit=cv.fit_transform(text)\n", "\n", @@ -168,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 49, "metadata": { "scrolled": true }, @@ -262,6 +262,1049 @@ "print()" ] }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " (0, 37)\t0.2735050686099741\n", + " (0, 41)\t0.2735050686099741\n", + " (0, 0)\t0.2735050686099741\n", + " (0, 22)\t0.2735050686099741\n", + " (0, 45)\t0.2735050686099741\n", + " (0, 43)\t0.2735050686099741\n", + " (0, 27)\t0.11461497502831874\n", + " (0, 8)\t0.19406002181914642\n", + " (0, 38)\t0.2735050686099741\n", + " (0, 42)\t0.2735050686099741\n", + " (0, 1)\t0.2735050686099741\n", + " (0, 23)\t0.2735050686099741\n", + " (0, 46)\t0.2735050686099741\n", + " (0, 44)\t0.2735050686099741\n", + " (0, 28)\t0.22703269536930226\n", + " (1, 27)\t0.13373164445875038\n", + " (1, 8)\t0.22642735676697823\n", + " (1, 28)\t0.26489955339725624\n", + " (1, 10)\t0.3191230690752061\n", + " (1, 20)\t0.3191230690752061\n", + " (1, 18)\t0.3191230690752061\n", + " (1, 16)\t0.3191230690752061\n", + " (1, 24)\t0.1515890171812948\n", + " (1, 11)\t0.3191230690752061\n", + " (1, 21)\t0.3191230690752061\n", + " :\t:\n", + " (5, 30)\t0.4078025135946339\n", + " (5, 39)\t0.20390125679731694\n", + " (5, 6)\t0.20390125679731694\n", + " (5, 29)\t0.20390125679731694\n", + " (5, 40)\t0.20390125679731694\n", + " (5, 7)\t0.20390125679731694\n", + " (5, 4)\t0.3136593906452059\n", + " (5, 32)\t0.3136593906452059\n", + " (5, 2)\t0.3136593906452059\n", + " (5, 5)\t0.37786378309535446\n", + " (5, 31)\t0.3136593906452059\n", + " (6, 27)\t0.15175313293198345\n", + " (6, 24)\t0.17201694010752547\n", + " (6, 25)\t0.17201694010752547\n", + " (6, 30)\t0.39081957742981405\n", + " (6, 39)\t0.19540978871490702\n", + " (6, 6)\t0.19540978871490702\n", + " (6, 29)\t0.19540978871490702\n", + " (6, 40)\t0.19540978871490702\n", + " (6, 7)\t0.19540978871490702\n", + " (6, 2)\t0.30059704494784995\n", + " (6, 31)\t0.30059704494784995\n", + " (6, 26)\t0.3621276453978693\n", + " (6, 3)\t0.3621276453978693\n", + " (6, 36)\t0.3621276453978693\n" + ] + } + ], + "source": [ + "print(tfidfMatrix)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on csr_matrix in module scipy.sparse.csr object:\n", + "\n", + "class csr_matrix(scipy.sparse.compressed._cs_matrix, scipy.sparse.sputils.IndexMixin)\n", + " | csr_matrix(arg1, shape=None, dtype=None, copy=False)\n", + " | \n", + " | Compressed Sparse Row matrix\n", + " | \n", + " | This can be instantiated in several ways:\n", + " | csr_matrix(D)\n", + " | with a dense matrix or rank-2 ndarray D\n", + " | \n", + " | csr_matrix(S)\n", + " | with another sparse matrix S (equivalent to S.tocsr())\n", + " | \n", + " | csr_matrix((M, N), [dtype])\n", + " | to construct an empty matrix with shape (M, N)\n", + " | dtype is optional, defaulting to dtype='d'.\n", + " | \n", + " | csr_matrix((data, (row_ind, col_ind)), [shape=(M, N)])\n", + " | where ``data``, ``row_ind`` and ``col_ind`` satisfy the\n", + " | relationship ``a[row_ind[k], col_ind[k]] = data[k]``.\n", + " | \n", + " | csr_matrix((data, indices, indptr), [shape=(M, N)])\n", + " | is the standard CSR representation where the column indices for\n", + " | row i are stored in ``indices[indptr[i]:indptr[i+1]]`` and their\n", + " | corresponding values are stored in ``data[indptr[i]:indptr[i+1]]``.\n", + " | If the shape parameter is not supplied, the matrix dimensions\n", + " | are inferred from the index arrays.\n", + " | \n", + " | Attributes\n", + " | ----------\n", + " | dtype : dtype\n", + " | Data type of the matrix\n", + " | shape : 2-tuple\n", + " | Shape of the matrix\n", + " | ndim : int\n", + " | Number of dimensions (this is always 2)\n", + " | nnz\n", + " | Number of nonzero elements\n", + " | data\n", + " | CSR format data array of the matrix\n", + " | indices\n", + " | CSR format index array of the matrix\n", + " | indptr\n", + " | CSR format index pointer array of the matrix\n", + " | has_sorted_indices\n", + " | Whether indices are sorted\n", + " | \n", + " | Notes\n", + " | -----\n", + " | \n", + " | Sparse matrices can be used in arithmetic operations: they support\n", + " | addition, subtraction, multiplication, division, and matrix power.\n", + " | \n", + " | Advantages of the CSR format\n", + " | - efficient arithmetic operations CSR + CSR, CSR * CSR, etc.\n", + " | - efficient row slicing\n", + " | - fast matrix vector products\n", + " | \n", + " | Disadvantages of the CSR format\n", + " | - slow column slicing operations (consider CSC)\n", + " | - changes to the sparsity structure are expensive (consider LIL or DOK)\n", + " | \n", + " | Examples\n", + " | --------\n", + " | \n", + " | >>> import numpy as np\n", + " | >>> from scipy.sparse import csr_matrix\n", + " | >>> csr_matrix((3, 4), dtype=np.int8).toarray()\n", + " | array([[0, 0, 0, 0],\n", + " | [0, 0, 0, 0],\n", + " | [0, 0, 0, 0]], dtype=int8)\n", + " | \n", + " | >>> row = np.array([0, 0, 1, 2, 2, 2])\n", + " | >>> col = np.array([0, 2, 2, 0, 1, 2])\n", + " | >>> data = np.array([1, 2, 3, 4, 5, 6])\n", + " | >>> csr_matrix((data, (row, col)), shape=(3, 3)).toarray()\n", + " | array([[1, 0, 2],\n", + " | [0, 0, 3],\n", + " | [4, 5, 6]])\n", + " | \n", + " | >>> indptr = np.array([0, 2, 3, 6])\n", + " | >>> indices = np.array([0, 2, 2, 0, 1, 2])\n", + " | >>> data = np.array([1, 2, 3, 4, 5, 6])\n", + " | >>> csr_matrix((data, indices, indptr), shape=(3, 3)).toarray()\n", + " | array([[1, 0, 2],\n", + " | [0, 0, 3],\n", + " | [4, 5, 6]])\n", + " | \n", + " | As an example of how to construct a CSR matrix incrementally,\n", + " | the following snippet builds a term-document matrix from texts:\n", + " | \n", + " | >>> docs = [[\"hello\", \"world\", \"hello\"], [\"goodbye\", \"cruel\", \"world\"]]\n", + " | >>> indptr = [0]\n", + " | >>> indices = []\n", + " | >>> data = []\n", + " | >>> vocabulary = {}\n", + " | >>> for d in docs:\n", + " | ... for term in d:\n", + " | ... index = vocabulary.setdefault(term, len(vocabulary))\n", + " | ... indices.append(index)\n", + " | ... data.append(1)\n", + " | ... indptr.append(len(indices))\n", + " | ...\n", + " | >>> csr_matrix((data, indices, indptr), dtype=int).toarray()\n", + " | array([[2, 1, 0, 0],\n", + " | [0, 1, 1, 1]])\n", + " | \n", + " | Method resolution order:\n", + " | csr_matrix\n", + " | scipy.sparse.compressed._cs_matrix\n", + " | scipy.sparse.data._data_matrix\n", + " | scipy.sparse.base.spmatrix\n", + " | scipy.sparse.data._minmax_mixin\n", + " | scipy.sparse.sputils.IndexMixin\n", + " | builtins.object\n", + " | \n", + " | Methods defined here:\n", + " | \n", + " | __getitem__(self, key)\n", + " | \n", + " | __iter__(self)\n", + " | \n", + " | getcol(self, i)\n", + " | Returns a copy of column i of the matrix, as a (m x 1)\n", + " | CSR matrix (column vector).\n", + " | \n", + " | getrow(self, i)\n", + " | Returns a copy of row i of the matrix, as a (1 x n)\n", + " | CSR matrix (row vector).\n", + " | \n", + " | tobsr(self, blocksize=None, copy=True)\n", + " | Convert this matrix to Block Sparse Row format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant bsr_matrix.\n", + " | \n", + " | When blocksize=(R, C) is provided, it will be used for construction of\n", + " | the bsr_matrix.\n", + " | \n", + " | tocsc(self, copy=False)\n", + " | Convert this matrix to Compressed Sparse Column format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant csc_matrix.\n", + " | \n", + " | tocsr(self, copy=False)\n", + " | Convert this matrix to Compressed Sparse Row format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant csr_matrix.\n", + " | \n", + " | tolil(self, copy=False)\n", + " | Convert this matrix to LInked List format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant lil_matrix.\n", + " | \n", + " | transpose(self, axes=None, copy=False)\n", + " | Reverses the dimensions of the sparse matrix.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axes : None, optional\n", + " | This argument is in the signature *solely* for NumPy\n", + " | compatibility reasons. Do not pass in anything except\n", + " | for the default value.\n", + " | copy : bool, optional\n", + " | Indicates whether or not attributes of `self` should be\n", + " | copied whenever possible. The degree to which attributes\n", + " | are copied varies depending on the type of sparse matrix\n", + " | being used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | p : `self` with the dimensions reversed.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | np.matrix.transpose : NumPy's implementation of 'transpose'\n", + " | for matrices\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes defined here:\n", + " | \n", + " | format = 'csr'\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from scipy.sparse.compressed._cs_matrix:\n", + " | \n", + " | __eq__(self, other)\n", + " | Return self==value.\n", + " | \n", + " | __ge__(self, other)\n", + " | Return self>=value.\n", + " | \n", + " | __gt__(self, other)\n", + " | Return self>value.\n", + " | \n", + " | __init__(self, arg1, shape=None, dtype=None, copy=False)\n", + " | Initialize self. See help(type(self)) for accurate signature.\n", + " | \n", + " | __le__(self, other)\n", + " | Return self<=value.\n", + " | \n", + " | __lt__(self, other)\n", + " | Return self>> from scipy.sparse import csr_matrix\n", + " | >>> A = csr_matrix([[1, 2, 0], [0, 0, 3], [4, 0, 5]])\n", + " | >>> A.diagonal()\n", + " | array([1, 0, 5])\n", + " | >>> A.diagonal(k=1)\n", + " | array([2, 3])\n", + " | \n", + " | eliminate_zeros(self)\n", + " | Remove zero entries from the matrix\n", + " | \n", + " | This is an *in place* operation\n", + " | \n", + " | getnnz(self, axis=None)\n", + " | Number of stored values, including explicit zeros.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : None, 0, or 1\n", + " | Select between the number of values across the whole matrix, in\n", + " | each column, or in each row.\n", + " | \n", + " | See also\n", + " | --------\n", + " | count_nonzero : Number of non-zero entries\n", + " | \n", + " | maximum(self, other)\n", + " | Element-wise maximum between this and another matrix.\n", + " | \n", + " | minimum(self, other)\n", + " | Element-wise minimum between this and another matrix.\n", + " | \n", + " | multiply(self, other)\n", + " | Point-wise multiplication by another matrix, vector, or\n", + " | scalar.\n", + " | \n", + " | prune(self)\n", + " | Remove empty space after all non-zero elements.\n", + " | \n", + " | resize(self, *shape)\n", + " | Resize the matrix in-place to dimensions given by ``shape``\n", + " | \n", + " | Any elements that lie within the new shape will remain at the same\n", + " | indices, while non-zero elements lying outside the new shape are\n", + " | removed.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | shape : (int, int)\n", + " | number of rows and columns in the new matrix\n", + " | \n", + " | Notes\n", + " | -----\n", + " | The semantics are not identical to `numpy.ndarray.resize` or\n", + " | `numpy.resize`. Here, the same data will be maintained at each index\n", + " | before and after reshape, if that index is within the new bounds. In\n", + " | numpy, resizing maintains contiguity of the array, moving elements\n", + " | around in the logical matrix but not within a flattened representation.\n", + " | \n", + " | We give no guarantees about whether the underlying data attributes\n", + " | (arrays, etc.) will be modified in place or replaced with new objects.\n", + " | \n", + " | sort_indices(self)\n", + " | Sort the indices of this matrix *in place*\n", + " | \n", + " | sorted_indices(self)\n", + " | Return a copy of this matrix with sorted indices\n", + " | \n", + " | sum(self, axis=None, dtype=None, out=None)\n", + " | Sum the matrix elements over a given axis.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None} optional\n", + " | Axis along which the sum is computed. The default is to\n", + " | compute the sum of all the matrix elements, returning a scalar\n", + " | (i.e. `axis` = `None`).\n", + " | dtype : dtype, optional\n", + " | The type of the returned matrix and of the accumulator in which\n", + " | the elements are summed. The dtype of `a` is used by default\n", + " | unless `a` has an integer dtype of less precision than the default\n", + " | platform integer. In that case, if `a` is signed then the platform\n", + " | integer is used while if `a` is unsigned then an unsigned integer\n", + " | of the same precision as the platform integer is used.\n", + " | \n", + " | .. versionadded:: 0.18.0\n", + " | \n", + " | out : np.matrix, optional\n", + " | Alternative output matrix in which to place the result. It must\n", + " | have the same shape as the expected output, but the type of the\n", + " | output values will be cast if necessary.\n", + " | \n", + " | .. versionadded:: 0.18.0\n", + " | \n", + " | Returns\n", + " | -------\n", + " | sum_along_axis : np.matrix\n", + " | A matrix with the same shape as `self`, with the specified\n", + " | axis removed.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | np.matrix.sum : NumPy's implementation of 'sum' for matrices\n", + " | \n", + " | sum_duplicates(self)\n", + " | Eliminate duplicate matrix entries by adding them together\n", + " | \n", + " | The is an *in place* operation\n", + " | \n", + " | toarray(self, order=None, out=None)\n", + " | Return a dense ndarray representation of this matrix.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | order : {'C', 'F'}, optional\n", + " | Whether to store multi-dimensional data in C (row-major)\n", + " | or Fortran (column-major) order in memory. The default\n", + " | is 'None', indicating the NumPy default of C-ordered.\n", + " | Cannot be specified in conjunction with the `out`\n", + " | argument.\n", + " | \n", + " | out : ndarray, 2-dimensional, optional\n", + " | If specified, uses this array as the output buffer\n", + " | instead of allocating a new array to return. The provided\n", + " | array must have the same shape and dtype as the sparse\n", + " | matrix on which you are calling the method. For most\n", + " | sparse types, `out` is required to be memory contiguous\n", + " | (either C or Fortran ordered).\n", + " | \n", + " | Returns\n", + " | -------\n", + " | arr : ndarray, 2-dimensional\n", + " | An array with the same shape and containing the same\n", + " | data represented by the sparse matrix, with the requested\n", + " | memory order. If `out` was passed, the same object is\n", + " | returned after being modified in-place to contain the\n", + " | appropriate values.\n", + " | \n", + " | tocoo(self, copy=True)\n", + " | Convert this matrix to COOrdinate format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant coo_matrix.\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors inherited from scipy.sparse.compressed._cs_matrix:\n", + " | \n", + " | has_canonical_format\n", + " | Determine whether the matrix has sorted indices and no duplicates\n", + " | \n", + " | Returns\n", + " | - True: if the above applies\n", + " | - False: otherwise\n", + " | \n", + " | has_canonical_format implies has_sorted_indices, so if the latter flag\n", + " | is False, so will the former be; if the former is found True, the\n", + " | latter flag is also set.\n", + " | \n", + " | has_sorted_indices\n", + " | Determine whether the matrix has sorted indices\n", + " | \n", + " | Returns\n", + " | - True: if the indices of the matrix are in sorted order\n", + " | - False: otherwise\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes inherited from scipy.sparse.compressed._cs_matrix:\n", + " | \n", + " | __hash__ = None\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from scipy.sparse.data._data_matrix:\n", + " | \n", + " | __abs__(self)\n", + " | \n", + " | __imul__(self, other)\n", + " | \n", + " | __itruediv__(self, other)\n", + " | \n", + " | __neg__(self)\n", + " | \n", + " | arcsin(self)\n", + " | Element-wise arcsin.\n", + " | \n", + " | See numpy.arcsin for more information.\n", + " | \n", + " | arcsinh(self)\n", + " | Element-wise arcsinh.\n", + " | \n", + " | See numpy.arcsinh for more information.\n", + " | \n", + " | arctan(self)\n", + " | Element-wise arctan.\n", + " | \n", + " | See numpy.arctan for more information.\n", + " | \n", + " | arctanh(self)\n", + " | Element-wise arctanh.\n", + " | \n", + " | See numpy.arctanh for more information.\n", + " | \n", + " | astype(self, dtype, casting='unsafe', copy=True)\n", + " | Cast the matrix elements to a specified type.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | dtype : string or numpy dtype\n", + " | Typecode or data-type to which to cast the data.\n", + " | casting : {'no', 'equiv', 'safe', 'same_kind', 'unsafe'}, optional\n", + " | Controls what kind of data casting may occur.\n", + " | Defaults to 'unsafe' for backwards compatibility.\n", + " | 'no' means the data types should not be cast at all.\n", + " | 'equiv' means only byte-order changes are allowed.\n", + " | 'safe' means only casts which can preserve values are allowed.\n", + " | 'same_kind' means only safe casts or casts within a kind,\n", + " | like float64 to float32, are allowed.\n", + " | 'unsafe' means any data conversions may be done.\n", + " | copy : bool, optional\n", + " | If `copy` is `False`, the result might share some memory with this\n", + " | matrix. If `copy` is `True`, it is guaranteed that the result and\n", + " | this matrix do not share any memory.\n", + " | \n", + " | ceil(self)\n", + " | Element-wise ceil.\n", + " | \n", + " | See numpy.ceil for more information.\n", + " | \n", + " | conj(self, copy=True)\n", + " | Element-wise complex conjugation.\n", + " | \n", + " | If the matrix is of non-complex data type and `copy` is False,\n", + " | this method does nothing and the data is not copied.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | copy : bool, optional\n", + " | If True, the result is guaranteed to not share data with self.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | A : The element-wise complex conjugate.\n", + " | \n", + " | copy(self)\n", + " | Returns a copy of this matrix.\n", + " | \n", + " | No data/indices will be shared between the returned value and current\n", + " | matrix.\n", + " | \n", + " | count_nonzero(self)\n", + " | Number of non-zero entries, equivalent to\n", + " | \n", + " | np.count_nonzero(a.toarray())\n", + " | \n", + " | Unlike getnnz() and the nnz property, which return the number of stored\n", + " | entries (the length of the data attribute), this method counts the\n", + " | actual number of non-zero entries in data.\n", + " | \n", + " | deg2rad(self)\n", + " | Element-wise deg2rad.\n", + " | \n", + " | See numpy.deg2rad for more information.\n", + " | \n", + " | expm1(self)\n", + " | Element-wise expm1.\n", + " | \n", + " | See numpy.expm1 for more information.\n", + " | \n", + " | floor(self)\n", + " | Element-wise floor.\n", + " | \n", + " | See numpy.floor for more information.\n", + " | \n", + " | log1p(self)\n", + " | Element-wise log1p.\n", + " | \n", + " | See numpy.log1p for more information.\n", + " | \n", + " | power(self, n, dtype=None)\n", + " | This function performs element-wise power.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | n : n is a scalar\n", + " | \n", + " | dtype : If dtype is not specified, the current dtype will be preserved.\n", + " | \n", + " | rad2deg(self)\n", + " | Element-wise rad2deg.\n", + " | \n", + " | See numpy.rad2deg for more information.\n", + " | \n", + " | rint(self)\n", + " | Element-wise rint.\n", + " | \n", + " | See numpy.rint for more information.\n", + " | \n", + " | sign(self)\n", + " | Element-wise sign.\n", + " | \n", + " | See numpy.sign for more information.\n", + " | \n", + " | sin(self)\n", + " | Element-wise sin.\n", + " | \n", + " | See numpy.sin for more information.\n", + " | \n", + " | sinh(self)\n", + " | Element-wise sinh.\n", + " | \n", + " | See numpy.sinh for more information.\n", + " | \n", + " | sqrt(self)\n", + " | Element-wise sqrt.\n", + " | \n", + " | See numpy.sqrt for more information.\n", + " | \n", + " | tan(self)\n", + " | Element-wise tan.\n", + " | \n", + " | See numpy.tan for more information.\n", + " | \n", + " | tanh(self)\n", + " | Element-wise tanh.\n", + " | \n", + " | See numpy.tanh for more information.\n", + " | \n", + " | trunc(self)\n", + " | Element-wise trunc.\n", + " | \n", + " | See numpy.trunc for more information.\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors inherited from scipy.sparse.data._data_matrix:\n", + " | \n", + " | dtype\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from scipy.sparse.base.spmatrix:\n", + " | \n", + " | __add__(self, other)\n", + " | \n", + " | __bool__(self)\n", + " | \n", + " | __div__(self, other)\n", + " | \n", + " | __getattr__(self, attr)\n", + " | \n", + " | __iadd__(self, other)\n", + " | \n", + " | __idiv__(self, other)\n", + " | \n", + " | __isub__(self, other)\n", + " | \n", + " | __len__(self)\n", + " | # What should len(sparse) return? For consistency with dense matrices,\n", + " | # perhaps it should be the number of rows? But for some uses the number of\n", + " | # non-zeros is more important. For now, raise an exception!\n", + " | \n", + " | __matmul__(self, other)\n", + " | \n", + " | __mul__(self, other)\n", + " | interpret other and call one of the following\n", + " | \n", + " | self._mul_scalar()\n", + " | self._mul_vector()\n", + " | self._mul_multivector()\n", + " | self._mul_sparse_matrix()\n", + " | \n", + " | __nonzero__ = __bool__(self)\n", + " | \n", + " | __pow__(self, other)\n", + " | \n", + " | __radd__(self, other)\n", + " | \n", + " | __rdiv__(self, other)\n", + " | \n", + " | __repr__(self)\n", + " | Return repr(self).\n", + " | \n", + " | __rmatmul__(self, other)\n", + " | \n", + " | __rmul__(self, other)\n", + " | \n", + " | __rsub__(self, other)\n", + " | \n", + " | __rtruediv__(self, other)\n", + " | \n", + " | __str__(self)\n", + " | Return str(self).\n", + " | \n", + " | __sub__(self, other)\n", + " | \n", + " | __truediv__(self, other)\n", + " | \n", + " | asformat(self, format, copy=False)\n", + " | Return this matrix in the passed format.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | format : {str, None}\n", + " | The desired matrix format (\"csr\", \"csc\", \"lil\", \"dok\", \"array\", ...)\n", + " | or None for no conversion.\n", + " | copy : bool, optional\n", + " | If True, the result is guaranteed to not share data with self.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | A : This matrix in the passed format.\n", + " | \n", + " | asfptype(self)\n", + " | Upcast matrix to a floating point format (if necessary)\n", + " | \n", + " | conjugate(self, copy=True)\n", + " | Element-wise complex conjugation.\n", + " | \n", + " | If the matrix is of non-complex data type and `copy` is False,\n", + " | this method does nothing and the data is not copied.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | copy : bool, optional\n", + " | If True, the result is guaranteed to not share data with self.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | A : The element-wise complex conjugate.\n", + " | \n", + " | dot(self, other)\n", + " | Ordinary dot product\n", + " | \n", + " | Examples\n", + " | --------\n", + " | >>> import numpy as np\n", + " | >>> from scipy.sparse import csr_matrix\n", + " | >>> A = csr_matrix([[1, 2, 0], [0, 0, 3], [4, 0, 5]])\n", + " | >>> v = np.array([1, 0, -1])\n", + " | >>> A.dot(v)\n", + " | array([ 1, -3, -1], dtype=int64)\n", + " | \n", + " | getH(self)\n", + " | Return the Hermitian transpose of this matrix.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | np.matrix.getH : NumPy's implementation of `getH` for matrices\n", + " | \n", + " | get_shape(self)\n", + " | Get shape of a matrix.\n", + " | \n", + " | getformat(self)\n", + " | Format of a matrix representation as a string.\n", + " | \n", + " | getmaxprint(self)\n", + " | Maximum number of elements to display when printed.\n", + " | \n", + " | mean(self, axis=None, dtype=None, out=None)\n", + " | Compute the arithmetic mean along the specified axis.\n", + " | \n", + " | Returns the average of the matrix elements. The average is taken\n", + " | over all elements in the matrix by default, otherwise over the\n", + " | specified axis. `float64` intermediate and return values are used\n", + " | for integer inputs.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None} optional\n", + " | Axis along which the mean is computed. The default is to compute\n", + " | the mean of all elements in the matrix (i.e. `axis` = `None`).\n", + " | dtype : data-type, optional\n", + " | Type to use in computing the mean. For integer inputs, the default\n", + " | is `float64`; for floating point inputs, it is the same as the\n", + " | input dtype.\n", + " | \n", + " | .. versionadded:: 0.18.0\n", + " | \n", + " | out : np.matrix, optional\n", + " | Alternative output matrix in which to place the result. It must\n", + " | have the same shape as the expected output, but the type of the\n", + " | output values will be cast if necessary.\n", + " | \n", + " | .. versionadded:: 0.18.0\n", + " | \n", + " | Returns\n", + " | -------\n", + " | m : np.matrix\n", + " | \n", + " | See Also\n", + " | --------\n", + " | np.matrix.mean : NumPy's implementation of 'mean' for matrices\n", + " | \n", + " | nonzero(self)\n", + " | nonzero indices\n", + " | \n", + " | Returns a tuple of arrays (row,col) containing the indices\n", + " | of the non-zero elements of the matrix.\n", + " | \n", + " | Examples\n", + " | --------\n", + " | >>> from scipy.sparse import csr_matrix\n", + " | >>> A = csr_matrix([[1,2,0],[0,0,3],[4,0,5]])\n", + " | >>> A.nonzero()\n", + " | (array([0, 0, 1, 2, 2]), array([0, 1, 2, 0, 2]))\n", + " | \n", + " | reshape(self, *args, **kwargs)\n", + " | reshape(self, shape, order='C', copy=False)\n", + " | \n", + " | Gives a new shape to a sparse matrix without changing its data.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | shape : length-2 tuple of ints\n", + " | The new shape should be compatible with the original shape.\n", + " | order : {'C', 'F'}, optional\n", + " | Read the elements using this index order. 'C' means to read and\n", + " | write the elements using C-like index order; e.g. read entire first\n", + " | row, then second row, etc. 'F' means to read and write the elements\n", + " | using Fortran-like index order; e.g. read entire first column, then\n", + " | second column, etc.\n", + " | copy : bool, optional\n", + " | Indicates whether or not attributes of self should be copied\n", + " | whenever possible. The degree to which attributes are copied varies\n", + " | depending on the type of sparse matrix being used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | reshaped_matrix : sparse matrix\n", + " | A sparse matrix with the given `shape`, not necessarily of the same\n", + " | format as the current object.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | np.matrix.reshape : NumPy's implementation of 'reshape' for matrices\n", + " | \n", + " | set_shape(self, shape)\n", + " | See `reshape`.\n", + " | \n", + " | setdiag(self, values, k=0)\n", + " | Set diagonal or off-diagonal elements of the array.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | values : array_like\n", + " | New values of the diagonal elements.\n", + " | \n", + " | Values may have any length. If the diagonal is longer than values,\n", + " | then the remaining diagonal entries will not be set. If values if\n", + " | longer than the diagonal, then the remaining values are ignored.\n", + " | \n", + " | If a scalar value is given, all of the diagonal is set to it.\n", + " | \n", + " | k : int, optional\n", + " | Which off-diagonal to set, corresponding to elements a[i,i+k].\n", + " | Default: 0 (the main diagonal).\n", + " | \n", + " | todense(self, order=None, out=None)\n", + " | Return a dense matrix representation of this matrix.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | order : {'C', 'F'}, optional\n", + " | Whether to store multi-dimensional data in C (row-major)\n", + " | or Fortran (column-major) order in memory. The default\n", + " | is 'None', indicating the NumPy default of C-ordered.\n", + " | Cannot be specified in conjunction with the `out`\n", + " | argument.\n", + " | \n", + " | out : ndarray, 2-dimensional, optional\n", + " | If specified, uses this array (or `numpy.matrix`) as the\n", + " | output buffer instead of allocating a new array to\n", + " | return. The provided array must have the same shape and\n", + " | dtype as the sparse matrix on which you are calling the\n", + " | method.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | arr : numpy.matrix, 2-dimensional\n", + " | A NumPy matrix object with the same shape and containing\n", + " | the same data represented by the sparse matrix, with the\n", + " | requested memory order. If `out` was passed and was an\n", + " | array (rather than a `numpy.matrix`), it will be filled\n", + " | with the appropriate values and returned wrapped in a\n", + " | `numpy.matrix` object that shares the same memory.\n", + " | \n", + " | todia(self, copy=False)\n", + " | Convert this matrix to sparse DIAgonal format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant dia_matrix.\n", + " | \n", + " | todok(self, copy=False)\n", + " | Convert this matrix to Dictionary Of Keys format.\n", + " | \n", + " | With copy=False, the data/indices may be shared between this matrix and\n", + " | the resultant dok_matrix.\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors inherited from scipy.sparse.base.spmatrix:\n", + " | \n", + " | __dict__\n", + " | dictionary for instance variables (if defined)\n", + " | \n", + " | __weakref__\n", + " | list of weak references to the object (if defined)\n", + " | \n", + " | nnz\n", + " | Number of stored values, including explicit zeros.\n", + " | \n", + " | See also\n", + " | --------\n", + " | count_nonzero : Number of non-zero entries\n", + " | \n", + " | shape\n", + " | Get shape of a matrix.\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes inherited from scipy.sparse.base.spmatrix:\n", + " | \n", + " | __array_priority__ = 10.1\n", + " | \n", + " | ndim = 2\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from scipy.sparse.data._minmax_mixin:\n", + " | \n", + " | argmax(self, axis=None, out=None)\n", + " | Return indices of maximum elements along an axis.\n", + " | \n", + " | Implicit zero elements are also taken into account. If there are\n", + " | several maximum values, the index of the first occurrence is returned.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None}, optional\n", + " | Axis along which the argmax is computed. If None (default), index\n", + " | of the maximum element in the flatten data is returned.\n", + " | out : None, optional\n", + " | This argument is in the signature *solely* for NumPy\n", + " | compatibility reasons. Do not pass in anything except for\n", + " | the default value, as this argument is not used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | ind : np.matrix or int\n", + " | Indices of maximum elements. If matrix, its size along `axis` is 1.\n", + " | \n", + " | argmin(self, axis=None, out=None)\n", + " | Return indices of minimum elements along an axis.\n", + " | \n", + " | Implicit zero elements are also taken into account. If there are\n", + " | several minimum values, the index of the first occurrence is returned.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None}, optional\n", + " | Axis along which the argmin is computed. If None (default), index\n", + " | of the minimum element in the flatten data is returned.\n", + " | out : None, optional\n", + " | This argument is in the signature *solely* for NumPy\n", + " | compatibility reasons. Do not pass in anything except for\n", + " | the default value, as this argument is not used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | ind : np.matrix or int\n", + " | Indices of minimum elements. If matrix, its size along `axis` is 1.\n", + " | \n", + " | max(self, axis=None, out=None)\n", + " | Return the maximum of the matrix or maximum along an axis.\n", + " | This takes all elements into account, not just the non-zero ones.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None} optional\n", + " | Axis along which the sum is computed. The default is to\n", + " | compute the maximum over all the matrix elements, returning\n", + " | a scalar (i.e. `axis` = `None`).\n", + " | \n", + " | out : None, optional\n", + " | This argument is in the signature *solely* for NumPy\n", + " | compatibility reasons. Do not pass in anything except\n", + " | for the default value, as this argument is not used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | amax : coo_matrix or scalar\n", + " | Maximum of `a`. If `axis` is None, the result is a scalar value.\n", + " | If `axis` is given, the result is a sparse.coo_matrix of dimension\n", + " | ``a.ndim - 1``.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | min : The minimum value of a sparse matrix along a given axis.\n", + " | np.matrix.max : NumPy's implementation of 'max' for matrices\n", + " | \n", + " | min(self, axis=None, out=None)\n", + " | Return the minimum of the matrix or maximum along an axis.\n", + " | This takes all elements into account, not just the non-zero ones.\n", + " | \n", + " | Parameters\n", + " | ----------\n", + " | axis : {-2, -1, 0, 1, None} optional\n", + " | Axis along which the sum is computed. The default is to\n", + " | compute the minimum over all the matrix elements, returning\n", + " | a scalar (i.e. `axis` = `None`).\n", + " | \n", + " | out : None, optional\n", + " | This argument is in the signature *solely* for NumPy\n", + " | compatibility reasons. Do not pass in anything except for\n", + " | the default value, as this argument is not used.\n", + " | \n", + " | Returns\n", + " | -------\n", + " | amin : coo_matrix or scalar\n", + " | Minimum of `a`. If `axis` is None, the result is a scalar value.\n", + " | If `axis` is given, the result is a sparse.coo_matrix of dimension\n", + " | ``a.ndim - 1``.\n", + " | \n", + " | See Also\n", + " | --------\n", + " | max : The maximum value of a sparse matrix along a given axis.\n", + " | np.matrix.min : NumPy's implementation of 'min' for matrices\n", + "\n" + ] + } + ], + "source": [ + "help(tfidfMatrix)" + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/3-Sound Statistical Evaluation Methods.ipynb b/3-Sound Statistical Evaluation Methods.ipynb index 70f6508..cc1da34 100644 --- a/3-Sound Statistical Evaluation Methods.ipynb +++ b/3-Sound Statistical Evaluation Methods.ipynb @@ -56,74 +56,74 @@ "output_type": "stream", "text": [ "Fold - 1\n", - "Training Set: [ 0 1 2 3 4 5 6 7 9 10 11 12 13 15 16 17 18 19 20 21 22 23 24 25\n", - " 26 27 29 30 31 32 33 34 36 37 38 39 41 42 43 44 45 46 47 48 49 50 51 52\n", - " 53 54 55 56 57 58 59 60 61 62 64 65 66 67 68 70 71 72 73 74 75 76 77 78\n", - " 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 95 98 99]\n", - "Test Set [ 8 14 28 35 40 63 69 94 96 97]\n", + "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 12 13 15 16 17 18 19 20 21 22 23 24 25\n", + " 26 27 28 29 30 32 33 34 35 36 37 38 40 41 42 43 44 45 46 47 48 49 50 51\n", + " 52 53 54 55 56 57 58 59 60 61 62 63 65 66 67 68 69 71 72 73 74 75 76 78\n", + " 79 80 81 82 83 84 85 86 88 90 91 92 93 94 95 96 97 99]\n", + "Test Set [11 14 31 39 64 70 77 87 89 98]\n", "\n", "Fold - 2\n", - "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 21 22 23 25\n", - " 27 28 29 30 31 32 33 35 36 37 39 40 41 44 46 47 48 49 50 51 52 54 55 56\n", - " 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 81\n", - " 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", - "Test Set [20 24 26 34 38 42 43 45 53 80]\n", + "Training Set: [ 0 1 3 4 5 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 28\n", + " 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 52 53\n", + " 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 76 77 78 79\n", + " 80 81 82 83 84 85 86 87 89 90 92 93 94 95 96 97 98 99]\n", + "Test Set [ 2 6 24 26 27 51 74 75 88 91]\n", "\n", "Fold - 3\n", - "Training Set: [ 0 3 4 5 6 7 8 9 10 11 12 14 15 16 17 18 19 20 21 22 23 24 25 26\n", - " 27 28 29 30 31 32 33 34 35 36 37 38 40 41 42 43 44 45 47 48 50 52 53 54\n", - " 55 57 59 60 61 62 63 64 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81\n", + "Training Set: [ 0 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25\n", + " 26 27 28 29 31 32 33 34 35 36 37 38 39 40 41 42 43 44 50 51 52 53 54 55\n", + " 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 81\n", " 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", - "Test Set [ 1 2 13 39 46 49 51 56 58 65]\n", + "Test Set [ 1 5 30 45 46 47 48 49 79 80]\n", "\n", "Fold - 4\n", - "Training Set: [ 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24\n", - " 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 42 43 45 46 47 48 49 50\n", - " 51 52 53 54 55 56 57 58 59 60 61 63 64 65 66 67 68 69 70 71 73 74 76 78\n", - " 79 80 82 83 84 85 86 87 89 91 92 93 94 95 96 97 98 99]\n", - "Test Set [ 5 41 44 62 72 75 77 81 88 90]\n", + "Training Set: [ 1 2 3 4 5 6 7 8 10 11 12 13 14 15 16 17 18 21 22 23 24 25 26 27\n", + " 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 45 46 47 48 49 50 51 53\n", + " 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 72 74 75 77 79 80 81\n", + " 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", + "Test Set [ 0 9 19 20 44 52 71 73 76 78]\n", "\n", "Fold - 5\n", - "Training Set: [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24\n", - " 25 26 27 28 29 30 32 33 34 35 37 38 39 40 41 42 43 44 45 46 47 48 49 50\n", - " 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 69 70 71 72 73 74 75 77\n", - " 78 80 81 82 83 84 85 87 88 89 90 91 92 94 96 97 98 99]\n", - "Test Set [ 0 31 36 67 68 76 79 86 93 95]\n", + "Training Set: [ 0 1 2 3 5 6 7 8 9 10 11 12 13 14 15 17 19 20 21 22 23 24 25 26\n", + " 27 28 29 30 31 32 33 34 35 36 38 39 40 43 44 45 46 47 48 49 50 51 52 54\n", + " 55 56 57 58 59 60 61 62 64 65 66 67 68 70 71 72 73 74 75 76 77 78 79 80\n", + " 81 82 83 84 85 86 87 88 89 90 91 93 94 95 96 97 98 99]\n", + "Test Set [ 4 16 18 37 41 42 53 63 69 92]\n", "\n", "Fold - 6\n", - "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 19 20 21 23 24 26 27 28\n", - " 29 30 31 32 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 53 54\n", - " 56 57 58 59 60 61 62 63 65 66 67 68 69 70 71 72 74 75 76 77 78 79 80 81\n", - " 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", - "Test Set [15 17 18 22 25 33 52 55 64 73]\n", + "Training Set: [ 0 1 2 4 5 6 7 8 9 10 11 13 14 15 16 17 18 19 20 21 22 23 24 25\n", + " 26 27 28 29 30 31 32 35 37 38 39 40 41 42 43 44 45 46 47 48 49 51 52 53\n", + " 54 55 56 57 58 59 60 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78\n", + " 79 80 81 82 83 84 85 86 87 88 89 91 92 95 96 97 98 99]\n", + "Test Set [ 3 12 33 34 36 50 61 90 93 94]\n", "\n", "Fold - 7\n", - "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 22 23 24 25\n", - " 26 27 28 29 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 49 50 51\n", - " 52 53 54 55 56 57 58 59 60 61 62 63 64 65 67 68 69 71 72 73 74 75 76 77\n", - " 78 79 80 81 82 83 84 86 87 88 90 92 93 94 95 96 97 98]\n", - "Test Set [19 21 30 48 66 70 85 89 91 99]\n", + "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 24 25\n", + " 26 27 28 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50\n", + " 51 52 53 54 55 58 59 60 61 62 63 64 65 66 69 70 71 72 73 74 75 76 77 78\n", + " 79 80 81 83 85 86 87 88 89 90 91 92 93 94 95 96 97 98]\n", + "Test Set [15 23 29 56 57 67 68 82 84 99]\n", "\n", "Fold - 8\n", - "Training Set: [ 0 1 2 3 4 5 6 7 8 9 10 12 13 14 15 17 18 19 20 21 22 23 24 25\n", - " 26 28 29 30 31 33 34 35 36 37 38 39 40 41 42 43 44 45 46 48 49 50 51 52\n", - " 53 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77\n", - " 78 79 80 81 85 86 88 89 90 91 92 93 94 95 96 97 98 99]\n", - "Test Set [11 16 27 32 47 54 82 83 84 87]\n", + "Training Set: [ 0 1 2 3 4 5 6 8 9 10 11 12 14 15 16 17 18 19 20 21 22 23 24 25\n", + " 26 27 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50\n", + " 51 52 53 55 56 57 59 60 61 63 64 65 67 68 69 70 71 73 74 75 76 77 78 79\n", + " 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 96 98 99]\n", + "Test Set [ 7 13 28 54 58 62 66 72 95 97]\n", "\n", "Fold - 9\n", - "Training Set: [ 0 1 2 3 4 5 8 11 12 13 14 15 16 17 18 19 20 21 22 24 25 26 27 28\n", - " 29 30 31 32 33 34 35 36 38 39 40 41 42 43 44 45 46 47 48 49 51 52 53 54\n", - " 55 56 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 75 76 77 79 80 81\n", - " 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", - "Test Set [ 6 7 9 10 23 37 50 57 74 78]\n", + "Training Set: [ 0 1 2 3 4 5 6 7 8 9 11 12 13 14 15 16 17 18 19 20 21 22 23 24\n", + " 25 26 27 28 29 30 31 33 34 36 37 39 41 42 43 44 45 46 47 48 49 50 51 52\n", + " 53 54 56 57 58 61 62 63 64 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80\n", + " 81 82 83 84 85 87 88 89 90 91 92 93 94 95 96 97 98 99]\n", + "Test Set [10 32 35 38 40 55 59 60 65 86]\n", "\n", "Fold - 10\n", - "Training Set: [ 0 1 2 5 6 7 8 9 10 11 13 14 15 16 17 18 19 20 21 22 23 24 25 26\n", - " 27 28 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51\n", - " 52 53 54 55 56 57 58 62 63 64 65 66 67 68 69 70 72 73 74 75 76 77 78 79\n", - " 80 81 82 83 84 85 86 87 88 89 90 91 93 94 95 96 97 99]\n", - "Test Set [ 3 4 12 29 59 60 61 71 92 98]\n", + "Training Set: [ 0 1 2 3 4 5 6 7 9 10 11 12 13 14 15 16 18 19 20 23 24 26 27 28\n", + " 29 30 31 32 33 34 35 36 37 38 39 40 41 42 44 45 46 47 48 49 50 51 52 53\n", + " 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77\n", + " 78 79 80 82 84 86 87 88 89 90 91 92 93 94 95 97 98 99]\n", + "Test Set [ 8 17 21 22 25 43 81 83 85 96]\n", "\n" ] } @@ -1103,7 +1103,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" }, "widgets": { "state": {}, diff --git a/4-Differential Disease Dataset Construction Mimic2.ipynb b/4-Differential Disease Dataset Construction Mimic2.ipynb index cd49089..c80558d 100644 --- a/4-Differential Disease Dataset Construction Mimic2.ipynb +++ b/4-Differential Disease Dataset Construction Mimic2.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -63,9 +63,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter MySQL passwd for jovyan········\n" + ] + } + ], "source": [ "conn = pymysql.connect(host=\"mysql\", \n", " port = 3306, user=\"jovyan\", \n", @@ -75,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -84,6 +92,26 @@ "text": [ "Enter MySQL passwd ········\n" ] + }, + { + "ename": "OperationalError", + "evalue": "(2003, \"Can't connect to MySQL server on 'localhost' ([Errno 99] Cannot assign requested address)\")", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pymysql/connections.py\u001b[0m in \u001b[0;36mconnect\u001b[0;34m(self, sock)\u001b[0m\n\u001b[1;32m 582\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhost\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mport\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect_timeout\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 583\u001b[0;31m **kwargs)\n\u001b[0m\u001b[1;32m 584\u001b[0m \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/socket.py\u001b[0m in \u001b[0;36mcreate_connection\u001b[0;34m(address, timeout, source_address)\u001b[0m\n\u001b[1;32m 726\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0merr\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 727\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 728\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/socket.py\u001b[0m in \u001b[0;36mcreate_connection\u001b[0;34m(address, timeout, source_address)\u001b[0m\n\u001b[1;32m 715\u001b[0m \u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 716\u001b[0;31m \u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 717\u001b[0m \u001b[0;31m# Break explicitly a reference cycle\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mOSError\u001b[0m: [Errno 99] Cannot assign requested address", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mOperationalError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m conn = pymysql.connect(host=\"localhost\", \n\u001b[1;32m 2\u001b[0m \u001b[0mport\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m3306\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muser\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"jferraro\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m passwd=getpass.getpass(\"Enter MySQL passwd \"), db='mimic')\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mcur\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pymysql/__init__.py\u001b[0m in \u001b[0;36mConnect\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 92\u001b[0m \"\"\"\n\u001b[1;32m 93\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mconnections\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mConnection\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 94\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mConnection\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 95\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 96\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mconnections\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0m_orig_conn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pymysql/connections.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, host, user, password, database, port, unix_socket, charset, sql_mode, read_default_file, conv, use_unicode, client_flag, cursorclass, init_command, connect_timeout, ssl, read_default_group, compress, named_pipe, autocommit, db, passwd, local_infile, max_allowed_packet, defer_connect, auth_plugin_map, read_timeout, write_timeout, bind_address, binary_prefix, program_name, server_public_key)\u001b[0m\n\u001b[1;32m 323\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sock\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 325\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 326\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 327\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_create_ssl_ctx\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msslp\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pymysql/connections.py\u001b[0m in \u001b[0;36mconnect\u001b[0;34m(self, sock)\u001b[0m\n\u001b[1;32m 628\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtraceback\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtraceback\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat_exc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 629\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mDEBUG\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtraceback\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 630\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 631\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 632\u001b[0m \u001b[0;31m# If e is neither DatabaseError or IOError, It's a bug.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mOperationalError\u001b[0m: (2003, \"Can't connect to MySQL server on 'localhost' ([Errno 99] Cannot assign requested address)\")" + ] } ], "source": [ @@ -104,7 +132,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -112,17 +140,20 @@ "output_type": "stream", "text": [ "execute query: PNA\n", - "Wall time: 11.4 s\n", + "CPU times: user 24.1 ms, sys: 12.5 ms, total: 36.6 ms\n", + "Wall time: 818 ms\n", "execute query: CHF\n", - "Wall time: 4.23 s\n", + "CPU times: user 28.5 ms, sys: 0 ns, total: 28.5 ms\n", + "Wall time: 355 ms\n", "execute query: COPD\n", - "Wall time: 2.33 s\n", + "CPU times: user 17.7 ms, sys: 12 ms, total: 29.6 ms\n", + "Wall time: 356 ms\n", " text label\n", - "0 [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA... PNA\n", - "1 [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "2 [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "3 [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "4 [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS... PNA\n" + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ... PNA\n", + "1 \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ... PNA\n", + "2 \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ... PNA\n", + "3 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA\n", + "4 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA\n" ] } ], @@ -154,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -172,6 +203,87 @@ "print(\"Done!\")" ] }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 PNA\n", + "1 PNA\n", + "2 PNA\n", + "3 PNA\n", + "4 PNA\n", + "5 PNA\n", + "6 PNA\n", + "7 PNA\n", + "8 PNA\n", + "9 PNA\n", + "10 PNA\n", + "11 PNA\n", + "12 PNA\n", + "13 PNA\n", + "14 PNA\n", + "15 PNA\n", + "16 PNA\n", + "17 PNA\n", + "18 PNA\n", + "19 PNA\n", + "20 PNA\n", + "21 PNA\n", + "22 PNA\n", + "23 PNA\n", + "24 PNA\n", + "25 PNA\n", + "26 PNA\n", + "27 PNA\n", + "28 PNA\n", + "29 PNA\n", + " ... \n", + "470 CHF\n", + "471 CHF\n", + "472 CHF\n", + "473 CHF\n", + "474 CHF\n", + "475 CHF\n", + "476 CHF\n", + "477 CHF\n", + "478 CHF\n", + "479 CHF\n", + "480 CHF\n", + "481 CHF\n", + "482 CHF\n", + "483 CHF\n", + "484 CHF\n", + "485 CHF\n", + "486 CHF\n", + "487 CHF\n", + "488 CHF\n", + "489 CHF\n", + "490 CHF\n", + "491 CHF\n", + "492 CHF\n", + "493 CHF\n", + "494 CHF\n", + "495 CHF\n", + "496 CHF\n", + "497 CHF\n", + "498 CHF\n", + "499 CHF\n", + "Name: label, Length: 1500, dtype: object" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "corpus['label']" + ] + }, { "cell_type": "code", "execution_count": null, @@ -196,7 +308,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" }, "widgets": { "state": {}, diff --git a/5-Pneumonia-Dataset-Construction-Mimic2.ipynb b/5-Pneumonia-Dataset-Construction-Mimic2.ipynb index dbfc227..f95fc4e 100644 --- a/5-Pneumonia-Dataset-Construction-Mimic2.ipynb +++ b/5-Pneumonia-Dataset-Construction-Mimic2.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -34,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -61,9 +61,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter MySQL passwd for jovyan········\n" + ] + } + ], "source": [ "conn = pymysql.connect(host=\"mysql\", \n", " port = 3306, user=\"jovyan\", \n", @@ -102,7 +110,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -110,15 +118,17 @@ "output_type": "stream", "text": [ "execute query: PNA-POS\n", - "Wall time: 10.7 s\n", + "CPU times: user 57.3 ms, sys: 24.6 ms, total: 81.9 ms\n", + "Wall time: 903 ms\n", "execute query: PNA-NEG\n", - "Wall time: 2min 33s\n", - " text label\n", - "0 [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA... 1\n", - "1 [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ... 1\n", - "2 [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ... 1\n", - "3 [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ... 1\n", - "4 [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS... 1\n" + "CPU times: user 549 ms, sys: 253 ms, total: 802 ms\n", + "Wall time: 831 ms\n", + " text label\n", + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ... PNA-POS\n", + "1 \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ... PNA-POS\n", + "2 \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ... PNA-POS\n", + "3 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA-POS\n", + "4 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA-POS\n" ] } ], @@ -150,7 +160,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -168,6 +178,104 @@ "print(\"Done!\")" ] }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ...\n", + "1 \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ...\n", + "2 \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ...\n", + "3 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", + "4 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", + "5 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", + "6 \\n\\n\\n DATE: [**2996-12-3**] 4:26 PM\\n ...\n", + "7 \\n\\n\\n DATE: [**2996-12-3**] 4:26 PM\\n ...\n", + "8 \\n\\n\\n DATE: [**3327-5-12**] 2:57 AM\\n ...\n", + "9 \\n\\n\\n DATE: [**3327-5-12**] 2:57 AM\\n ...\n", + "10 \\n\\n\\n DATE: [**3191-10-25**] 8:05 AM\\n ...\n", + "11 \\n\\n\\n DATE: [**3325-2-25**] 11:13 AM\\n ...\n", + "12 \\n\\n\\n DATE: [**3387-7-21**] 8:30 PM\\n ...\n", + "13 \\n\\n\\n DATE: [**3387-7-21**] 8:30 PM\\n ...\n", + "14 \\n\\n\\n DATE: [**3387-7-21**] 8:30 PM\\n ...\n", + "15 \\n\\n\\n DATE: [**3117-9-2**] 12:46 AM\\n ...\n", + "16 \\n\\n\\n DATE: [**2693-4-17**] 5:04 PM\\n ...\n", + "17 \\n\\n\\n DATE: [**2693-4-17**] 5:04 PM\\n ...\n", + "18 \\n\\n\\n DATE: [**2693-4-17**] 5:04 PM\\n ...\n", + "19 \\n\\n\\n DATE: [**3414-4-2**] 3:10 PM\\n ...\n", + "20 \\n\\n\\n DATE: [**3414-4-2**] 3:10 PM\\n ...\n", + "21 \\n\\n\\n DATE: [**2533-5-20**] 5:05 PM\\n ...\n", + "22 \\n\\n\\n DATE: [**3227-5-6**] 3:53 PM\\n ...\n", + "23 \\n\\n\\n DATE: [**3133-2-3**] 6:18 AM\\n ...\n", + "24 \\n\\n\\n DATE: [**2824-10-17**] 5:02 PM\\n ...\n", + "25 \\n\\n\\n DATE: [**2824-10-17**] 5:02 PM\\n ...\n", + "26 \\n\\n\\n DATE: [**3325-2-22**] 10:09 PM\\n ...\n", + "27 \\n\\n\\n DATE: [**3325-3-8**] 2:41 PM\\n ...\n", + "28 \\n\\n\\n DATE: [**3206-4-20**] 9:51 AM\\n ...\n", + "29 \\n\\n\\n DATE: [**3117-9-13**] 11:16 AM\\n ...\n", + " ... \n", + "9970 \\n\\n\\n DATE: [**3259-8-17**] 2:32 PM\\n ...\n", + "9971 \\n\\n\\n DATE: [**3259-8-20**] 8:59 AM\\n ...\n", + "9972 \\n\\n\\n DATE: [**3259-8-21**] 9:46 AM\\n ...\n", + "9973 \\n\\n\\n DATE: [**3259-8-23**] 9:24 AM\\n ...\n", + "9974 \\n\\n\\n DATE: [**3259-8-23**] 3:43 PM\\n ...\n", + "9975 \\n\\n\\n DATE: [**3259-8-23**] 3:43 PM\\n ...\n", + "9976 \\n\\n\\n DATE: [**3259-8-23**] 8:06 PM\\n ...\n", + "9977 \\n\\n\\n DATE: [**3259-8-24**] 3:30 PM\\n ...\n", + "9978 \\n\\n\\n DATE: [**3259-8-25**] 3:32 PM\\n ...\n", + "9979 \\n\\n\\n DATE: [**3259-8-25**] 3:32 PM\\n ...\n", + "9980 \\n\\n\\n DATE: [**3259-8-26**] 9:47 AM\\n ...\n", + "9981 \\n\\n\\n DATE: [**3259-8-27**] 4:31 PM\\n ...\n", + "9982 \\n\\n\\n DATE: [**3259-8-29**] 10:43 AM\\n ...\n", + "9983 \\n\\n\\n DATE: [**3259-8-29**] 3:59 PM\\n ...\n", + "9984 \\n\\n\\n DATE: [**3259-8-30**] 11:45 AM\\n ...\n", + "9985 \\n\\n\\n DATE: [**3259-9-2**] 2:59 PM\\n ...\n", + "9986 \\n\\n\\n DATE: [**3149-12-5**] 7:15 PM\\n ...\n", + "9987 \\n\\n\\n DATE: [**3149-12-5**] 7:15 PM\\n ...\n", + "9988 \\n\\n\\n DATE: [**3149-12-5**] 7:15 PM\\n ...\n", + "9989 \\n\\n\\n DATE: [**3149-12-5**] 7:15 PM\\n ...\n", + "9990 \\n\\n\\n DATE: [**3149-12-5**] 7:15 PM\\n ...\n", + "9991 \\n\\n\\n DATE: [**3149-12-5**] 7:14 PM\\n ...\n", + "9992 \\n\\n\\n DATE: [**3149-12-5**] 7:14 PM\\n ...\n", + "9993 \\n\\n\\n DATE: [**3149-12-5**] 7:14 PM\\n ...\n", + "9994 \\n\\n\\n DATE: [**3149-12-5**] 7:14 PM\\n ...\n", + "9995 \\n\\n\\n DATE: [**3149-12-5**] 10:50 PM\\n ...\n", + "9996 \\n\\n\\n DATE: [**3149-12-5**] 7:47 PM\\n ...\n", + "9997 \\n\\n\\n DATE: [**3149-12-5**] 7:47 PM\\n ...\n", + "9998 \\n\\n\\n DATE: [**3149-12-5**] 7:47 PM\\n ...\n", + "9999 \\n\\n\\n DATE: [**3149-12-5**] 6:51 PM\\n ...\n", + "Name: text, Length: 11108, dtype: object" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ...\n", + "0 \\n\\n\\n DATE: [**2644-1-17**] 10:53 AM\\n ...\n", + "Name: text, dtype: object\n" + ] + } + ], + "source": [ + "print(corpus['text'][0])" + ] + }, { "cell_type": "code", "execution_count": null, @@ -192,7 +300,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/6-K-Means-Text-Clustering.ipynb b/6-K-Means-Text-Clustering.ipynb index d746d93..01ee0d4 100644 --- a/6-K-Means-Text-Clustering.ipynb +++ b/6-K-Means-Text-Clustering.ipynb @@ -50,14 +50,13 @@ "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ "[nltk_data] Downloading package stopwords to\n", - "[nltk_data] C:\\Users\\jferraro\\AppData\\Roaming\\nltk_data...\n", - "[nltk_data] Package stopwords is already up-to-date!\n", - "[nltk_data] Downloading package punkt to\n", - "[nltk_data] C:\\Users\\jferraro\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] /home/gastonq/nltk_data...\n", + "[nltk_data] Unzipping corpora/stopwords.zip.\n", + "[nltk_data] Downloading package punkt to /home/gastonq/nltk_data...\n", "[nltk_data] Package punkt is already up-to-date!\n" ] }, @@ -153,46 +152,40 @@ " \n", " \n", " text\n", - " label\n", " \n", " \n", " \n", " \n", " 0\n", - " [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA...\n", - " PNA\n", + " \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ...\n", " \n", " \n", " 1\n", - " [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ...\n", - " PNA\n", + " \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ...\n", " \n", " \n", " 2\n", - " [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ...\n", - " PNA\n", + " \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ...\n", " \n", " \n", " 3\n", - " [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ...\n", - " PNA\n", + " \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", " \n", " \n", " 4\n", - " [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS...\n", - " PNA\n", + " \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", " \n", " \n", "\n", "" ], "text/plain": [ - " text label\n", - "0 [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA... PNA\n", - "1 [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "2 [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "3 [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "4 [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS... PNA" + " text\n", + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ...\n", + "1 \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ...\n", + "2 \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ...\n", + "3 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", + "4 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ..." ] }, "execution_count": 4, @@ -229,313 +222,346 @@ "**** ORIGINAL CLINICAL DOCUMENT ****\n", "\n", "Index = 0\n", - "[**2996-12-2**] 10:25 AM\n", - " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 38620**]\n", - " Reason: please eval for loculated pleural effusion on the right and\n", - " Field of view: 30\n", - " ______________________________________________________________________________\n", - " UNDERLYING MEDICAL CONDITION:\n", - " 73 year old woman with h/o RUL subtotal resection for lung CA (3/'[**95**]) as well\n", - " as a LLL superior segment resection for Tb and now presents w/ a RLL PNA and\n", - " parapneumonic effusion concerning for empyema\n", - " REASON FOR THIS EXAMINATION:\n", - " please eval for loculated pleural effusion on the right and place a pigtail\n", - " catheter (send specimen for Gm stain C+S, AFB smear, cytology, Fungal culture)\n", - " please do ASAP as pt may require to go to the OR later this afternoon\n", - " ______________________________________________________________________________\n", - " FINAL REPORT\n", - " INDICATION: [** Location **]US HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN [**Month (only) **]\n", - " [**2995**] AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS,\n", - " WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC\n", - " EFFUSION. PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA.\n", - "\n", - " No prior chest CT scans are available for comparison. Procurement of [** Location **]us\n", - " chest CT should most helpful in delineating stability of postoperative\n", - " abnormalities in this patient with history of prior surgeries and prior lung\n", - " cancer.\n", - "\n", - " Helical CT of the thorax was performed without intravenous or oral contrast\n", - " administration. Images were acquired with 5 mm collimation and reconstructed\n", - " at 5 mm intervals.\n", - "\n", - " Assessment of the soft tissue structures of the thorax reveals numerous\n", - " surgical clips in the right perihilar and paramediastinal area. There is a\n", - " very small dependent left pleural effusion present and there is a moderate-\n", - " sized right pleural effusion which has significantly loculated components,\n", - " predominantly anteriorly and laterally in the lower right hemithorax. Although\n", - " intravenous contrast was not administered, precluding assessment for\n", - " enhancement of the pleural surface, there does not appear to be a slightly\n", - " pleural rind surrounding the loculated components of the pleural fluid. In\n", - " addition to the predominantly anteriorly and lateral loculated components,\n", - " note is made of an additional small posterior loculated extending into the\n", - " azygoesophageal recess. The Hounsfield units measurements of the pleural\n", - " effusion are within the fluid range.\n", - "\n", - " The heart is not significantly enlarged and no pericardial effusion is\n", - " evident. There are several small mediastinal nodes which are less than 1 cm\n", - " in greatest short axis dimension and do not meet strict CT criteria for\n", - " abnormal enlargement. Assessment of the hilar is limited due to postoperative\n", - " change and lack of intravenous contrast, but there is a suggestion of right\n", - " hilar lymph node enlargement.\n", - "\n", - " Imaging of the upper portion of the abdomen reveals no significant abnormality\n", - " in the upper portion of the liver and spleen, but these organs are not\n", - " completely imaged on this study. The adrenal glands were not included on the\n", - " exam.\n", - " (Over)\n", - "\n", - " [**2996-12-2**] 10:25 AM\n", - " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 38620**]\n", - " Reason: please eval for loculated pleural effusion on the right and\n", - " Field of view: 30\n", - " ______________________________________________________________________________\n", - " FINAL REPORT\n", - " (Cont)\n", - "\n", - " Assessment of the lungs reveals extensive linear opacities at the lung apices,\n", - " probably reflecting scarring. Additional sharply geographically marginated\n", - " areas of increased opacity in the right paramediastinal region with some\n", - " traction bronchiectasis is noted and may reflect post-radiation change. A\n", - " small wedge-shaped ground-glass opacity is seen in the left upper lobe\n", - " peripherally. Within the right lung base, there is an area of ground-glass\n", - " opacification as well as thickened septal lines adjacent to the areas of\n", - " loculated pleural effusion. There are also some patchy consolidation\n", - " peripherally in the right lower lobe, adjacent to the area of loculated\n", - " pleural fluid. Multiple band-like linear opacities are seen in the left lung\n", - " base. Additionally, there are two adjacent small lung nodules in the left\n", - " lobe laterally abutting with one of them abutting the pleural surface\n", - " measuring up to 7 mm in diameter. One of these contains a band like area of\n", - " calcium. No dominant masses are evident.\n", - "\n", - " Assessment of the airways reveals some narrowing of the bronchus intermedius\n", - " which occurs during an area of respiratory excursion and reflect a component\n", - " of bronchomalacia. No obstructing airway lesions are identified. Note is\n", - " made of increased opacities adjacent to the superior segment region of left\n", - " lower lobe with pleural and parenchymal components and some calcification\n", - " probably reflecting postoperative change. Finally, a slightly nodular opacity\n", - " is seen within a linear band like opacification at the extreme left lung base.\n", - "\n", - " Assessment of the skeletal structures of the thorax reveals deformities of\n", - " right lateral ribs probably reflecting [** Location **]us surgery. No suspicious lytic\n", - " or blastic lesions are identified.\n", - "\n", - " IMPRESSION:\n", - "\n", - " 1. Moderate-sized multiloculated right pleural effusion, which contains a\n", - " slightly thickened pleural rind, concerning for empyema in this patient with\n", - " history of pneumonia.\n", - "\n", - " 2. Patchy peripheral consolidation in right lower lobe as well as more\n", - " diffuse ground-glass opacity, in keeping with history of pneumonia.\n", - "\n", - " 3. Right hilar lymph node enlargement, as well as slightly enlarged nodes in\n", - " the azygoesophageal recess, which may be reactive in this patient with right\n", - " lower lobe pneumonia. Follow up CT after treatment of acute infectious\n", - " process would be helpful to ensure resolution.\n", - "\n", - " 4. Postoperative and probable post-radiation changes in the right lung\n", - " related to history of partially resected lung cancer. It is difficult to\n", - " evaluate for residual disease in the absence of older films for comparison and\n", - " in the setting of acute infection.\n", - " (Over)\n", - "\n", - " [**2996-12-2**] 10:25 AM\n", - " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 38620**]\n", - " Reason: please eval for loculated pleural effusion on the right and\n", - " Field of view: 30\n", - " ______________________________________________________________________________\n", - " FINAL REPORT\n", - " (Cont)\n", - "\n", - " 5. Peripheral ground-glass opacity in left upper lobe, possibly due to\n", - " additional site of acute infection, but nonspecific.\n", - "\n", - " 6. Two small left lower lung nodules, one of which contains a component of\n", - " calcification. These are difficult to assess due to respiratory motion. At\n", - " the time of follow up CT, thin section images of these nodules are suggested\n", - " to better assess for calcium and to help distinguish between benign granulomas\n", - " and foci of metastatic disease. Granulomatous disease is certainly possible\n", - " given history of prior left lower lobe surgery for TB.\n", - "\n", - " 7. Emphysema.\n", - "\n", - " 8. Apparent postoperative scarring related to surgery in superior segment\n", - " left lower lobe region.\n", - "\n", - " ADDENDUM:\n", - "\n", - " Additional clinical history has just been provided that the patient's\n", - " partially resected right upper lobe lung cancer was for a bronchoalveolar cell\n", - " subtype. With this additional history in mind, the areas of consolidation and\n", - " ground-glass in the right lower lobe as well as the additional areas of\n", - " ground-glass opacity of the left upper could potentially be due to\n", - " bronchoalveolar cell carcinoma. As pneumonia may also produce the same\n", - " appearance, comparison to older CT scans and careful follow up after\n", - " antibiotic therapy would be helpful in helping to distinguish between these\n", - " entities.\n", "\n", "\n", "\n", + " DATE: [**2996-12-2**] 10:25 AM\n", + " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 11781**]\n", + " Reason: please eval for loculated pleural effusion on the right and \n", + " Field of view: 30\n", + " ______________________________________________________________________________\n", + " UNDERLYING MEDICAL CONDITION:\n", + " 73 year old woman with h/o RUL subtotal resection for lung CA (3/'[**95**]) as well\n", + " as a LLL superior segment resection for Tb and now presents w/ a RLL PNA and\n", + " parapneumonic effusion concerning for empyema\n", + " REASON FOR THIS EXAMINATION:\n", + " please eval for loculated pleural effusion on the right and place a pigtail\n", + " catheter (send specimen for Gm stain C+S, AFB smear, cytology, Fungal culture)\n", + " please do ASAP as pt may require to go to the OR later this afternoon\n", + " ______________________________________________________________________________\n", + " FINAL REPORT\n", + " INDICATION: PREVIOUS HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN MARCH\n", + " 2001 AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS,\n", + " WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC\n", + " EFFUSION. PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA.\n", + " \n", + " No prior chest CT scans are available for comparison. Procurement of previous\n", + " chest CT should most helpful in delineating stability of postoperative\n", + " abnormalities in this patient with history of prior surgeries and prior lung\n", + " cancer.\n", + " \n", + " Helical CT of the thorax was performed without intravenous or oral contrast\n", + " administration. Images were acquired with 5 mm collimation and reconstructed\n", + " at 5 mm intervals.\n", + " \n", + " Assessment of the soft tissue structures of the thorax reveals numerous\n", + " surgical clips in the right perihilar and paramediastinal area. There is a\n", + " very small dependent left pleural effusion present and there is a moderate-\n", + " sized right pleural effusion which has significantly loculated components,\n", + " predominantly anteriorly and laterally in the lower right hemithorax. Although\n", + " intravenous contrast was not administered, precluding assessment for\n", + " enhancement of the pleural surface, there does not appear to be a slightly\n", + " pleural rind surrounding the loculated components of the pleural fluid. In\n", + " addition to the predominantly anteriorly and lateral loculated components,\n", + " note is made of an additional small posterior loculated extending into the\n", + " azygoesophageal recess. The Hounsfield units measurements of the pleural\n", + " effusion are within the fluid range.\n", + " \n", + " The heart is not significantly enlarged and no pericardial effusion is\n", + " evident. There are several small mediastinal nodes which are less than 1 cm\n", + " in greatest short axis dimension and do not meet strict CT criteria for\n", + " abnormal enlargement. Assessment of the hilar is limited due to postoperative\n", + " change and lack of intravenous contrast, but there is a suggestion of right\n", + " hilar lymph node enlargement.\n", + " \n", + " Imaging of the upper portion of the abdomen reveals no significant abnormality\n", + " in the upper portion of the liver and spleen, but these organs are not\n", + " completely imaged on this study. The adrenal glands were not included on the\n", + " exam.\n", + " (Over)\n", + "\n", + " DATE: [**2996-12-2**] 10:25 AM\n", + " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 11781**]\n", + " Reason: please eval for loculated pleural effusion on the right and \n", + " Field of view: 30\n", + " ______________________________________________________________________________\n", + " FINAL REPORT\n", + " (Cont)\n", + " \n", + " Assessment of the lungs reveals extensive linear opacities at the lung apices,\n", + " probably reflecting scarring. Additional sharply geographically marginated\n", + " areas of increased opacity in the right paramediastinal region with some\n", + " traction bronchiectasis is noted and may reflect post-radiation change. A\n", + " small wedge-shaped ground-glass opacity is seen in the left upper lobe\n", + " peripherally. Within the right lung base, there is an area of ground-glass\n", + " opacification as well as thickened septal lines adjacent to the areas of\n", + " loculated pleural effusion. There are also some patchy consolidation\n", + " peripherally in the right lower lobe, adjacent to the area of loculated\n", + " pleural fluid. Multiple band-like linear opacities are seen in the left lung\n", + " base. Additionally, there are two adjacent small lung nodules in the left\n", + " lobe laterally abutting with one of them abutting the pleural surface\n", + " measuring up to 7 mm in diameter. One of these contains a band like area of\n", + " calcium. No dominant masses are evident.\n", + " \n", + " Assessment of the airways reveals some narrowing of the bronchus intermedius\n", + " which occurs during an area of respiratory excursion and reflect a component\n", + " of bronchomalacia. No obstructing airway lesions are identified. Note is\n", + " made of increased opacities adjacent to the superior segment region of left\n", + " lower lobe with pleural and parenchymal components and some calcification\n", + " probably reflecting postoperative change. Finally, a slightly nodular opacity\n", + " is seen within a linear band like opacification at the extreme left lung base.\n", + " \n", + " Assessment of the skeletal structures of the thorax reveals deformities of\n", + " right lateral ribs probably reflecting previous surgery. No suspicious lytic\n", + " or blastic lesions are identified.\n", + " \n", + " IMPRESSION:\n", + " \n", + " 1. Moderate-sized multiloculated right pleural effusion, which contains a\n", + " slightly thickened pleural rind, concerning for empyema in this patient with\n", + " history of pneumonia.\n", + " \n", + " 2. Patchy peripheral consolidation in right lower lobe as well as more\n", + " diffuse ground-glass opacity, in keeping with history of pneumonia.\n", + " \n", + " 3. Right hilar lymph node enlargement, as well as slightly enlarged nodes in\n", + " the azygoesophageal recess, which may be reactive in this patient with right\n", + " lower lobe pneumonia. Follow up CT after treatment of acute infectious\n", + " process would be helpful to ensure resolution.\n", + " \n", + " 4. Postoperative and probable post-radiation changes in the right lung\n", + " related to history of partially resected lung cancer. It is difficult to\n", + " evaluate for residual disease in the absence of older films for comparison and\n", + " in the setting of acute infection.\n", + " (Over)\n", + "\n", + " DATE: [**2996-12-2**] 10:25 AM\n", + " CT CHEST W/O CONTRAST Clip # [**Clip Number (Radiology) 11781**]\n", + " Reason: please eval for loculated pleural effusion on the right and \n", + " Field of view: 30\n", + " ______________________________________________________________________________\n", + " FINAL REPORT\n", + " (Cont)\n", + " \n", + " 5. Peripheral ground-glass opacity in left upper lobe, possibly due to\n", + " additional site of acute infection, but nonspecific.\n", + " \n", + " 6. Two small left lower lung nodules, one of which contains a component of\n", + " calcification. These are difficult to assess due to respiratory motion. At\n", + " the time of follow up CT, thin section images of these nodules are suggested\n", + " to better assess for calcium and to help distinguish between benign granulomas\n", + " and foci of metastatic disease. Granulomatous disease is certainly possible\n", + " given history of prior left lower lobe surgery for TB.\n", + " \n", + " 7. Emphysema.\n", + " \n", + " 8. Apparent postoperative scarring related to surgery in superior segment\n", + " left lower lobe region.\n", + " \n", + " ADDENDUM:\n", + " \n", + " Additional clinical history has just been provided that the patient's\n", + " partially resected right upper lobe lung cancer was for a bronchoalveolar cell\n", + " subtype. With this additional history in mind, the areas of consolidation and\n", + " ground-glass in the right lower lobe as well as the additional areas of\n", + " ground-glass opacity of the left upper could potentially be due to\n", + " bronchoalveolar cell carcinoma. As pneumonia may also produce the same\n", + " appearance, comparison to older CT scans and careful follow up after\n", + " antibiotic therapy would be helpful in helping to distinguish between these\n", + " entities.\n", + " \n", + " \n", + "\n", "\n", "**** SOME PUNCTUATION REMOVED ****\n", "\n", - "2996122 1025 AM\n", - " CT CHEST WO CONTRAST Clip Clip Number Radiology 38620\n", - " Reason please eval for loculated pleural effusion on the right and\n", - " Field of view 30\n", - " \n", - " UNDERLYING MEDICAL CONDITION\n", - " 73 year old woman with ho RUL subtotal resection for lung CA 395 as well\n", - " as a LLL superior segment resection for Tb and now presents w a RLL PNA and\n", - " parapneumonic effusion concerning for empyema\n", - " REASON FOR THIS EXAMINATION\n", - " please eval for loculated pleural effusion on the right and place a pigtail\n", - " catheter send specimen for Gm stain CS AFB smear cytology Fungal culture\n", - " please do ASAP as pt may require to go to the OR later this afternoon\n", - " \n", - " FINAL REPORT\n", - " INDICATION Location US HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN Month only \n", - " 2995 AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS\n", - " WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC\n", - " EFFUSION PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA\n", - "\n", - " No prior chest CT scans are available for comparison Procurement of Location us\n", - " chest CT should most helpful in delineating stability of postoperative\n", - " abnormalities in this patient with history of prior surgeries and prior lung\n", - " cancer\n", - "\n", - " Helical CT of the thorax was performed without intravenous or oral contrast\n", - " administration Images were acquired with 5 mm collimation and reconstructed\n", - " at 5 mm intervals\n", - "\n", - " Assessment of the soft tissue structures of the thorax reveals numerous\n", - " surgical clips in the right perihilar and paramediastinal area There is a\n", - " very small dependent left pleural effusion present and there is a moderate\n", - " sized right pleural effusion which has significantly loculated components\n", - " predominantly anteriorly and laterally in the lower right hemithorax Although\n", - " intravenous contrast was not administered precluding assessment for\n", - " enhancement of the pleural surface there does not appear to be a slightly\n", - " pleural rind surrounding the loculated components of the pleural fluid In\n", - " addition to the predominantly anteriorly and lateral loculated components\n", - " note is made of an additional small posterior loculated extending into the\n", - " azygoesophageal recess The Hounsfield units measurements of the pleural\n", - " effusion are within the fluid range\n", - "\n", - " The heart is not significantly enlarged and no pericardial effusion is\n", - " evident There are several small mediastinal nodes which are less than 1 cm\n", - " in greatest short axis dimension and do not meet strict CT criteria for\n", - " abnormal enlargement Assessment of the hilar is limited due to postoperative\n", - " change and lack of intravenous contrast but there is a suggestion of right\n", - " hilar lymph node enlargement\n", - "\n", - " Imaging of the upper portion of the abdomen reveals no significant abnormality\n", - " in the upper portion of the liver and spleen but these organs are not\n", - " completely imaged on this study The adrenal glands were not included on the\n", - " exam\n", - " Over\n", - "\n", - " 2996122 1025 AM\n", - " CT CHEST WO CONTRAST Clip Clip Number Radiology 38620\n", - " Reason please eval for loculated pleural effusion on the right and\n", - " Field of view 30\n", - " \n", - " FINAL REPORT\n", - " Cont\n", - "\n", - " Assessment of the lungs reveals extensive linear opacities at the lung apices\n", - " probably reflecting scarring Additional sharply geographically marginated\n", - " areas of increased opacity in the right paramediastinal region with some\n", - " traction bronchiectasis is noted and may reflect postradiation change A\n", - " small wedgeshaped groundglass opacity is seen in the left upper lobe\n", - " peripherally Within the right lung base there is an area of groundglass\n", - " opacification as well as thickened septal lines adjacent to the areas of\n", - " loculated pleural effusion There are also some patchy consolidation\n", - " peripherally in the right lower lobe adjacent to the area of loculated\n", - " pleural fluid Multiple bandlike linear opacities are seen in the left lung\n", - " base Additionally there are two adjacent small lung nodules in the left\n", - " lobe laterally abutting with one of them abutting the pleural surface\n", - " measuring up to 7 mm in diameter One of these contains a band like area of\n", - " calcium No dominant masses are evident\n", - "\n", - " Assessment of the airways reveals some narrowing of the bronchus intermedius\n", - " which occurs during an area of respiratory excursion and reflect a component\n", - " of bronchomalacia No obstructing airway lesions are identified Note is\n", - " made of increased opacities adjacent to the superior segment region of left\n", - " lower lobe with pleural and parenchymal components and some calcification\n", - " probably reflecting postoperative change Finally a slightly nodular opacity\n", - " is seen within a linear band like opacification at the extreme left lung base\n", - "\n", - " Assessment of the skeletal structures of the thorax reveals deformities of\n", - " right lateral ribs probably reflecting Location us surgery No suspicious lytic\n", - " or blastic lesions are identified\n", - "\n", - " IMPRESSION\n", - "\n", - " 1 Moderatesized multiloculated right pleural effusion which contains a\n", - " slightly thickened pleural rind concerning for empyema in this patient with\n", - " history of pneumonia\n", - "\n", - " 2 Patchy peripheral consolidation in right lower lobe as well as more\n", - " diffuse groundglass opacity in keeping with history of pneumonia\n", - "\n", - " 3 Right hilar lymph node enlargement as well as slightly enlarged nodes in\n", - " the azygoesophageal recess which may be reactive in this patient with right\n", - " lower lobe pneumonia Follow up CT after treatment of acute infectious\n", - " process would be helpful to ensure resolution\n", - "\n", - " 4 Postoperative and probable postradiation changes in the right lung\n", - " related to history of partially resected lung cancer It is difficult to\n", - " evaluate for residual disease in the absence of older films for comparison and\n", - " in the setting of acute infection\n", - " Over\n", - "\n", - " 2996122 1025 AM\n", - " CT CHEST WO CONTRAST Clip Clip Number Radiology 38620\n", - " Reason please eval for loculated pleural effusion on the right and\n", - " Field of view 30\n", - " \n", - " FINAL REPORT\n", - " Cont\n", - "\n", - " 5 Peripheral groundglass opacity in left upper lobe possibly due to\n", - " additional site of acute infection but nonspecific\n", - "\n", - " 6 Two small left lower lung nodules one of which contains a component of\n", - " calcification These are difficult to assess due to respiratory motion At\n", - " the time of follow up CT thin section images of these nodules are suggested\n", - " to better assess for calcium and to help distinguish between benign granulomas\n", - " and foci of metastatic disease Granulomatous disease is certainly possible\n", - " given history of prior left lower lobe surgery for TB\n", - "\n", - " 7 Emphysema\n", - "\n", - " 8 Apparent postoperative scarring related to surgery in superior segment\n", - " left lower lobe region\n", - "\n", - " ADDENDUM\n", - "\n", - " Additional clinical history has just been provided that the patients\n", - " partially resected right upper lobe lung cancer was for a bronchoalveolar cell\n", - " subtype With this additional history in mind the areas of consolidation and\n", - " groundglass in the right lower lobe as well as the additional areas of\n", - " groundglass opacity of the left upper could potentially be due to\n", - " bronchoalveolar cell carcinoma As pneumonia may also produce the same\n", - " appearance comparison to older CT scans and careful follow up after\n", - " antibiotic therapy would be helpful in helping to distinguish between these\n", - " entities\n", "\n", "\n", "\n", + " DATE 2996122 1025 AM\n", + " CT CHEST WO CONTRAST Clip Clip Number Radiology 11781\n", + " Reason please eval for loculated pleural effusion on the right and \n", + " Field of view 30\n", + " \n", + " UNDERLYING MEDICAL CONDITION\n", + " 73 year old woman with ho RUL subtotal resection for lung CA 395 as well\n", + " as a LLL superior segment resection for Tb and now presents w a RLL PNA and\n", + " parapneumonic effusion concerning for empyema\n", + " REASON FOR THIS EXAMINATION\n", + " please eval for loculated pleural effusion on the right and place a pigtail\n", + " catheter send specimen for Gm stain CS AFB smear cytology Fungal culture\n", + " please do ASAP as pt may require to go to the OR later this afternoon\n", + " \n", + " FINAL REPORT\n", + " INDICATION PREVIOUS HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN MARCH\n", + " 2001 AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS\n", + " WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC\n", + " EFFUSION PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA\n", + " \n", + " No prior chest CT scans are available for comparison Procurement of previous\n", + " chest CT should most helpful in delineating stability of postoperative\n", + " abnormalities in this patient with history of prior surgeries and prior lung\n", + " cancer\n", + " \n", + " Helical CT of the thorax was performed without intravenous or oral contrast\n", + " administration Images were acquired with 5 mm collimation and reconstructed\n", + " at 5 mm intervals\n", + " \n", + " Assessment of the soft tissue structures of the thorax reveals numerous\n", + " surgical clips in the right perihilar and paramediastinal area There is a\n", + " very small dependent left pleural effusion present and there is a moderate\n", + " sized right pleural effusion which has significantly loculated components\n", + " predominantly anteriorly and laterally in the lower right hemithorax Although\n", + " intravenous contrast was not administered precluding assessment for\n", + " enhancement of the pleural surface there does not appear to be a slightly\n", + " pleural rind surrounding the loculated components of the pleural fluid In\n", + " addition to the predominantly anteriorly and lateral loculated components\n", + " note is made of an additional small posterior loculated extending into the\n", + " azygoesophageal recess The Hounsfield units measurements of the pleural\n", + " effusion are within the fluid range\n", + " \n", + " The heart is not significantly enlarged and no pericardial effusion is\n", + " evident There are several small mediastinal nodes which are less than 1 cm\n", + " in greatest short axis dimension and do not meet strict CT criteria for\n", + " abnormal enlargement Assessment of the hilar is limited due to postoperative\n", + " change and lack of intravenous contrast but there is a suggestion of right\n", + " hilar lymph node enlargement\n", + " \n", + " Imaging of the upper portion of the abdomen reveals no significant abnormality\n", + " in the upper portion of the liver and spleen but these organs are not\n", + " completely imaged on this study The adrenal glands were not included on the\n", + " exam\n", + " Over\n", + "\n", + " DATE 2996122 1025 AM\n", + " CT CHEST WO CONTRAST Clip Clip Number Radiology 11781\n", + " Reason please eval for loculated pleural effusion on the right and \n", + " Field of view 30\n", + " \n", + " FINAL REPORT\n", + " Cont\n", + " \n", + " Assessment of the lungs reveals extensive linear opacities at the lung apices\n", + " probably reflecting scarring Additional sharply geographically marginated\n", + " areas of increased opacity in the right paramediastinal region with some\n", + " traction bronchiectasis is noted and may reflect postradiation change A\n", + " small wedgeshaped groundglass opacity is seen in the left upper lobe\n", + " peripherally Within the right lung base there is an area of groundglass\n", + " opacification as well as thickened septal lines adjacent to the areas of\n", + " loculated pleural effusion There are also some patchy consolidation\n", + " peripherally in the right lower lobe adjacent to the area of loculated\n", + " pleural fluid Multiple bandlike linear opacities are seen in the left lung\n", + " base Additionally there are two adjacent small lung nodules in the left\n", + " lobe laterally abutting with one of them abutting the pleural surface\n", + " measuring up to 7 mm in diameter One of these contains a band like area of\n", + " calcium No dominant masses are evident\n", + " \n", + " Assessment of the airways reveals some narrowing of the bronchus intermedius\n", + " which occurs during an area of respiratory excursion and reflect a component\n", + " of bronchomalacia No obstructing airway lesions are identified Note is\n", + " made of increased opacities adjacent to the superior segment region of left\n", + " lower lobe with pleural and parenchymal components and some calcification\n", + " probably reflecting postoperative change Finally a slightly nodular opacity\n", + " is seen within a linear band like opacification at the extreme left lung base\n", + " \n", + " Assessment of the skeletal structures of the thorax reveals deformities of\n", + " right lateral ribs probably reflecting previous surgery No suspicious lytic\n", + " or blastic lesions are identified\n", + " \n", + " IMPRESSION\n", + " \n", + " 1 Moderatesized multiloculated right pleural effusion which contains a\n", + " slightly thickened pleural rind concerning for empyema in this patient with\n", + " history of pneumonia\n", + " \n", + " 2 Patchy peripheral consolidation in right lower lobe as well as more\n", + " diffuse groundglass opacity in keeping with history of pneumonia\n", + " \n", + " 3 Right hilar lymph node enlargement as well as slightly enlarged nodes in\n", + " the azygoesophageal recess which may be reactive in this patient with right\n", + " lower lobe pneumonia Follow up CT after treatment of acute infectious\n", + " process would be helpful to ensure resolution\n", + " \n", + " 4 Postoperative and probable postradiation changes in the right lung\n", + " related to history of partially resected lung cancer It is difficult to\n", + " evaluate for residual disease in the absence of older films for comparison and\n", + " in the setting of acute infection\n", + " Over\n", + "\n", + " DATE 2996122 1025 AM\n", + " CT CHEST WO CONTRAST Clip Clip Number Radiology 11781\n", + " Reason please eval for loculated pleural effusion on the right and \n", + " Field of view 30\n", + " \n", + " FINAL REPORT\n", + " Cont\n", + " \n", + " 5 Peripheral groundglass opacity in left upper lobe possibly due to\n", + " additional site of acute infection but nonspecific\n", + " \n", + " 6 Two small left lower lung nodules one of which contains a component of\n", + " calcification These are difficult to assess due to respiratory motion At\n", + " the time of follow up CT thin section images of these nodules are suggested\n", + " to better assess for calcium and to help distinguish between benign granulomas\n", + " and foci of metastatic disease Granulomatous disease is certainly possible\n", + " given history of prior left lower lobe surgery for TB\n", + " \n", + " 7 Emphysema\n", + " \n", + " 8 Apparent postoperative scarring related to surgery in superior segment\n", + " left lower lobe region\n", + " \n", + " ADDENDUM\n", + " \n", + " Additional clinical history has just been provided that the patients\n", + " partially resected right upper lobe lung cancer was for a bronchoalveolar cell\n", + " subtype With this additional history in mind the areas of consolidation and\n", + " groundglass in the right lower lobe as well as the additional areas of\n", + " groundglass opacity of the left upper could potentially be due to\n", + " bronchoalveolar cell carcinoma As pneumonia may also produce the same\n", + " appearance comparison to older CT scans and careful follow up after\n", + " antibiotic therapy would be helpful in helping to distinguish between these\n", + " entities\n", + " \n", + " \n", + "\n", "\n", "**** STOP WORDS REMOVED ****\n", "\n", - "2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 38620 Reason please eval loculated pleural effusion right Field view 30 UNDERLYING MEDICAL CONDITION 73 year old woman ho RUL subtotal resection lung CA 395 well LLL superior segment resection Tb presents w RLL PNA parapneumonic effusion concerning empyema REASON FOR THIS EXAMINATION please eval loculated pleural effusion right place pigtail catheter send specimen Gm stain CS AFB smear cytology Fungal culture please ASAP pt may require go OR later afternoon FINAL REPORT INDICATION Location US HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN Month 2995 AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC EFFUSION PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA No prior chest CT scans available comparison Procurement Location us chest CT helpful delineating stability postoperative abnormalities patient history prior surgeries prior lung cancer Helical CT thorax performed without intravenous oral contrast administration Images acquired 5 mm collimation reconstructed 5 mm intervals Assessment soft tissue structures thorax reveals numerous surgical clips right perihilar paramediastinal area There small dependent left pleural effusion present moderate sized right pleural effusion significantly loculated components predominantly anteriorly laterally lower right hemithorax Although intravenous contrast administered precluding assessment enhancement pleural surface appear slightly pleural rind surrounding loculated components pleural fluid In addition predominantly anteriorly lateral loculated components note made additional small posterior loculated extending azygoesophageal recess The Hounsfield units measurements pleural effusion within fluid range The heart significantly enlarged pericardial effusion evident There several small mediastinal nodes less 1 cm greatest short axis dimension meet strict CT criteria abnormal enlargement Assessment hilar limited due postoperative change lack intravenous contrast suggestion right hilar lymph node enlargement Imaging upper portion abdomen reveals significant abnormality upper portion liver spleen organs completely imaged study The adrenal glands included exam Over 2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 38620 Reason please eval loculated pleural effusion right Field view 30 FINAL REPORT Cont Assessment lungs reveals extensive linear opacities lung apices probably reflecting scarring Additional sharply geographically marginated areas increased opacity right paramediastinal region traction bronchiectasis noted may reflect postradiation change A small wedgeshaped groundglass opacity seen left upper lobe peripherally Within right lung base area groundglass opacification well thickened septal lines adjacent areas loculated pleural effusion There also patchy consolidation peripherally right lower lobe adjacent area loculated pleural fluid Multiple bandlike linear opacities seen left lung base Additionally two adjacent small lung nodules left lobe laterally abutting one abutting pleural surface measuring 7 mm diameter One contains band like area calcium No dominant masses evident Assessment airways reveals narrowing bronchus intermedius occurs area respiratory excursion reflect component bronchomalacia No obstructing airway lesions identified Note made increased opacities adjacent superior segment region left lower lobe pleural parenchymal components calcification probably reflecting postoperative change Finally slightly nodular opacity seen within linear band like opacification extreme left lung base Assessment skeletal structures thorax reveals deformities right lateral ribs probably reflecting Location us surgery No suspicious lytic blastic lesions identified IMPRESSION 1 Moderatesized multiloculated right pleural effusion contains slightly thickened pleural rind concerning empyema patient history pneumonia 2 Patchy peripheral consolidation right lower lobe well diffuse groundglass opacity keeping history pneumonia 3 Right hilar lymph node enlargement well slightly enlarged nodes azygoesophageal recess may reactive patient right lower lobe pneumonia Follow CT treatment acute infectious process would helpful ensure resolution 4 Postoperative probable postradiation changes right lung related history partially resected lung cancer It difficult evaluate residual disease absence older films comparison setting acute infection Over 2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 38620 Reason please eval loculated pleural effusion right Field view 30 FINAL REPORT Cont 5 Peripheral groundglass opacity left upper lobe possibly due additional site acute infection nonspecific 6 Two small left lower lung nodules one contains component calcification These difficult assess due respiratory motion At time follow CT thin section images nodules suggested better assess calcium help distinguish benign granulomas foci metastatic disease Granulomatous disease certainly possible given history prior left lower lobe surgery TB 7 Emphysema 8 Apparent postoperative scarring related surgery superior segment left lower lobe region ADDENDUM Additional clinical history provided patients partially resected right upper lobe lung cancer bronchoalveolar cell subtype With additional history mind areas consolidation groundglass right lower lobe well additional areas groundglass opacity left upper could potentially due bronchoalveolar cell carcinoma As pneumonia may also produce appearance comparison older CT scans careful follow antibiotic therapy would helpful helping distinguish entities\n", + "DATE 2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 11781 Reason please eval loculated pleural effusion right Field view 30 UNDERLYING MEDICAL CONDITION 73 year old woman ho RUL subtotal resection lung CA 395 well LLL superior segment resection Tb presents w RLL PNA parapneumonic effusion concerning empyema REASON FOR THIS EXAMINATION please eval loculated pleural effusion right place pigtail catheter send specimen Gm stain CS AFB smear cytology Fungal culture please ASAP pt may require go OR later afternoon FINAL REPORT INDICATION PREVIOUS HISTORY OF SUBTOTAL RESECTION FOR LUNG CANCER IN MARCH 2001 AND PRIOR LEFT LOWER LOBE SUPERIOR SEGMENT RESECTION FOR TUBERCULOSIS WHO CURRENTLY REPRESENTS A RIGHT LOWER LOBE PNEUMONIA AND PERIPNEUMONIC EFFUSION PLEASE ASSESS PLEURAL EFFUSION FOR EVIDENCE OF EMPYEMA No prior chest CT scans available comparison Procurement previous chest CT helpful delineating stability postoperative abnormalities patient history prior surgeries prior lung cancer Helical CT thorax performed without intravenous oral contrast administration Images acquired 5 mm collimation reconstructed 5 mm intervals Assessment soft tissue structures thorax reveals numerous surgical clips right perihilar paramediastinal area There small dependent left pleural effusion present moderate sized right pleural effusion significantly loculated components predominantly anteriorly laterally lower right hemithorax Although intravenous contrast administered precluding assessment enhancement pleural surface appear slightly pleural rind surrounding loculated components pleural fluid In addition predominantly anteriorly lateral loculated components note made additional small posterior loculated extending azygoesophageal recess The Hounsfield units measurements pleural effusion within fluid range The heart significantly enlarged pericardial effusion evident There several small mediastinal nodes less 1 cm greatest short axis dimension meet strict CT criteria abnormal enlargement Assessment hilar limited due postoperative change lack intravenous contrast suggestion right hilar lymph node enlargement Imaging upper portion abdomen reveals significant abnormality upper portion liver spleen organs completely imaged study The adrenal glands included exam Over DATE 2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 11781 Reason please eval loculated pleural effusion right Field view 30 FINAL REPORT Cont Assessment lungs reveals extensive linear opacities lung apices probably reflecting scarring Additional sharply geographically marginated areas increased opacity right paramediastinal region traction bronchiectasis noted may reflect postradiation change A small wedgeshaped groundglass opacity seen left upper lobe peripherally Within right lung base area groundglass opacification well thickened septal lines adjacent areas loculated pleural effusion There also patchy consolidation peripherally right lower lobe adjacent area loculated pleural fluid Multiple bandlike linear opacities seen left lung base Additionally two adjacent small lung nodules left lobe laterally abutting one abutting pleural surface measuring 7 mm diameter One contains band like area calcium No dominant masses evident Assessment airways reveals narrowing bronchus intermedius occurs area respiratory excursion reflect component bronchomalacia No obstructing airway lesions identified Note made increased opacities adjacent superior segment region left lower lobe pleural parenchymal components calcification probably reflecting postoperative change Finally slightly nodular opacity seen within linear band like opacification extreme left lung base Assessment skeletal structures thorax reveals deformities right lateral ribs probably reflecting previous surgery No suspicious lytic blastic lesions identified IMPRESSION 1 Moderatesized multiloculated right pleural effusion contains slightly thickened pleural rind concerning empyema patient history pneumonia 2 Patchy peripheral consolidation right lower lobe well diffuse groundglass opacity keeping history pneumonia 3 Right hilar lymph node enlargement well slightly enlarged nodes azygoesophageal recess may reactive patient right lower lobe pneumonia Follow CT treatment acute infectious process would helpful ensure resolution 4 Postoperative probable postradiation changes right lung related history partially resected lung cancer It difficult evaluate residual disease absence older films comparison setting acute infection Over DATE 2996122 1025 AM CT CHEST WO CONTRAST Clip Clip Number Radiology 11781 Reason please eval loculated pleural effusion right Field view 30 FINAL REPORT Cont 5 Peripheral groundglass opacity left upper lobe possibly due additional site acute infection nonspecific 6 Two small left lower lung nodules one contains component calcification These difficult assess due respiratory motion At time follow CT thin section images nodules suggested better assess calcium help distinguish benign granulomas foci metastatic disease Granulomatous disease certainly possible given history prior left lower lobe surgery TB 7 Emphysema 8 Apparent postoperative scarring related surgery superior segment left lower lobe region ADDENDUM Additional clinical history provided patients partially resected right upper lobe lung cancer bronchoalveolar cell subtype With additional history mind areas consolidation groundglass right lower lobe well additional areas groundglass opacity left upper could potentially due bronchoalveolar cell carcinoma As pneumonia may also produce appearance comparison older CT scans 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'better', 'assess', 'for', 'calcium', 'and', 'to', 'help', 'distinguish', 'between', 'benign', 'granulomas', 'and', 'foci', 'of', 'metastatic', 'disease', 'granulomatous', 'disease', 'is', 'certainly', 'possible', 'given', 'history', 'of', 'prior', 'left', 'lower', 'lobe', 'surgery', 'for', 'tb', 'emphysema', 'apparent', 'postoperative', 'scarring', 'related', 'to', 'surgery', 'in', 'superior', 'segment', 'left', 'lower', 'lobe', 'region', 'addendum', 'additional', 'clinical', 'history', 'has', 'just', 'been', 'provided', 'that', 'the', 'patients', 'partially', 'resected', 'right', 'upper', 'lobe', 'lung', 'cancer', 'was', 'for', 'a', 'bronchoalveolar', 'cell', 'subtype', 'with', 'this', 'additional', 'history', 'in', 'mind', 'the', 'areas', 'of', 'consolidation', 'and', 'groundglass', 'in', 'the', 'right', 'lower', 'lobe', 'as', 'well', 'as', 'the', 'additional', 'areas', 'of', 'groundglass', 'opacity', 'of', 'the', 'left', 'upper', 'could', 'potentially', 'be', 'due', 'to', 'bronchoalveolar', 'cell', 'carcinoma', 'as', 'pneumonia', 'may', 'also', 'produce', 'the', 'same', 'appearance', 'comparison', 'to', 'older', 'ct', 'scans', 'and', 'careful', 'follow', 'up', 'after', 'antibiotic', 'therapy', 'would', 'be', 'helpful', 'in', 'helping', 'to', 'distinguish', 'between', 'these', 'entities']\n", "\n" ] + }, + { + "ename": "KeyError", + "evalue": "'label'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m 4380\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4381\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mlibindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_value_box\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4382\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.get_value_box\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.get_value_at\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/util.pxd\u001b[0m in \u001b[0;36mpandas._libs.util.get_value_at\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/util.pxd\u001b[0m in \u001b[0;36mpandas._libs.util.validate_indexer\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: 'str' object cannot be interpreted as an integer", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 25\u001b[0m \u001b[0mfirst\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 26\u001b[0m \u001b[0mcleanedCorpus\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcleanedText\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 27\u001b[0;31m \u001b[0mlabels\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'label'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 28\u001b[0m \u001b[0;31m# if row['label'] == 0:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 29\u001b[0m \u001b[0;31m# labels.append('NEG-' + str(index))\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 866\u001b[0m \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 867\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 868\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 869\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 870\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mis_scalar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m 4387\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mInvalidIndexError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4388\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4389\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4390\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m# pragma: no cover\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4391\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m 4373\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4374\u001b[0m return self._engine.get_value(s, k,\n\u001b[0;32m-> 4375\u001b[0;31m tz=getattr(series.dtype, 'tz', None))\n\u001b[0m\u001b[1;32m 4376\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4377\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mholds_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_boolean\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_value\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_value\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'label'" + ] } ], "source": [ @@ -591,7 +617,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -599,7 +625,7 @@ "output_type": "stream", "text": [ "**** STORED AS A SPARSE MATRIX ****\n", - "(1500, 303)\n", + "(1, 845)\n", "\n" ] } @@ -621,7 +647,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "scrolled": true }, @@ -630,7 +656,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(1000, 303)\n" + "(1, 845)\n" ] } ], @@ -660,7 +686,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -668,16 +694,10 @@ "output_type": "stream", "text": [ "**** SOME DISTINCT TERMS ***\n", - "['wall', 'wet', 'wet read', 'windows', 'wo', 'wo contrast', 'woman', 'worsening', 'year', 'year old']\n", - "['abdomen', 'acute', 'adjacent', 'administration', 'admitting', 'admitting diagnosis', 'adrenal', 'air', 'amt', 'amt final']\n", - "\n", - "[[ 0. 59.79 63.18 ... 83.09 74.96 85.88]\n", - " [59.79 0. 66.06 ... 82.37 70.99 83.08]\n", - " [63.18 66.06 0. ... 74.58 65.65 84.04]\n", - " ...\n", - " [83.09 82.37 74.58 ... 0. 78.25 69.79]\n", - " [74.96 70.99 65.65 ... 78.25 0. 77.87]\n", - " [85.88 83.08 84.04 ... 69.79 77.87 0. ]]\n" + "['w', 'w rll', 'wedgeshaped', 'wedgeshaped groundglass', 'wo', 'wo contrast', 'woman', 'woman ho', 'year', 'year old']\n", + "['abdomen', 'abdomen reveals', 'abnormal', 'abnormal enlargement', 'abnormalities', 'abnormalities patient', 'abnormality', 'abnormality upper', 'absence', 'absence older']\n", + "\n", + "[[0.]]\n" ] } ], @@ -963,7 +983,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.3" }, "widgets": { "state": {}, diff --git a/7-Multinomial-Expectation-Maximization-Clustering.ipynb b/7-Multinomial-Expectation-Maximization-Clustering.ipynb index be40e52..420f0df 100644 --- a/7-Multinomial-Expectation-Maximization-Clustering.ipynb +++ b/7-Multinomial-Expectation-Maximization-Clustering.ipynb @@ -133,27 +133,27 @@ " \n", " \n", " 0\n", - " [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA...\n", + " \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ...\n", " PNA\n", " \n", " \n", " 1\n", - " [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ...\n", + " \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ...\n", " PNA\n", " \n", " \n", " 2\n", - " [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ...\n", + " \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ...\n", " PNA\n", " \n", " \n", " 3\n", - " [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ...\n", + " \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", " PNA\n", " \n", " \n", " 4\n", - " [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS...\n", + " \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ...\n", " PNA\n", " \n", " \n", @@ -162,11 +162,11 @@ ], "text/plain": [ " text label\n", - "0 [**2996-12-2**] 10:25 AM\\n CT CHEST W/O CONTRA... PNA\n", - "1 [**3201-9-21**] 4:50 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "2 [**3299-6-23**] 5:06 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "3 [**3186-6-14**] 2:54 PM\\n CT CHEST W/CONTRAST ... PNA\n", - "4 [**2500-1-17**] 9:41 PM\\n CT CHEST W/O CONTRAS... PNA" + "0 \\n\\n\\n DATE: [**2996-12-2**] 10:25 AM\\n ... PNA\n", + "1 \\n\\n\\n DATE: [**2850-2-14**] 10:22 PM\\n ... PNA\n", + "2 \\n\\n\\n DATE: [**2631-10-3**] 9:52 AM\\n ... PNA\n", + "3 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA\n", + "4 \\n\\n\\n DATE: [**2584-11-21**] 11:17 AM\\n ... PNA" ] }, "execution_count": 3, @@ -232,7 +232,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "D:\\anaconda3\\lib\\site-packages\\sklearn\\feature_extraction\\text.py:300: UserWarning: Your stop_words may be inconsistent with your preprocessing. Tokenizing the stop words generated tokens ['could', 'might', 'must', 'need', 'sha', 'wo', 'would'] not in stop_words.\n", + "/opt/conda/lib/python3.7/site-packages/sklearn/feature_extraction/text.py:301: UserWarning: Your stop_words may be inconsistent with your preprocessing. Tokenizing the stop words generated tokens ['could', 'might', 'must', 'need', 'sha', 'wo', 'would'] not in stop_words.\n", " 'stop_words.' % sorted(inconsistent))\n" ] }, @@ -241,7 +241,7 @@ "output_type": "stream", "text": [ "The dimensions of our document-term matrix\n", - "(1500, 342)\n", + "(1500, 291)\n", "\n" ] } @@ -284,7 +284,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "['abdomen pelvis', 'administration cc', 'administration iv', 'adrenal glands', 'air bronchograms', 'airways patent', 'also noted', 'amt final', 'amt underlying', 'approximately cm', 'areas consolidation', 'artery calcifications', 'atelectasis left', 'atelectasis right', 'axial images', 'axillary lymphadenopathy', 'bibasilar atelectasis', 'bilateral lower', 'bilateral pleural', 'bone windows', 'c recons', 'cardiac mediastinal', 'cardiac silhouette', 'cardiomediastinal silhouette', 'cc optiray', 'central venous', 'centrilobular emphysema', 'change final', 'chest clip', 'chest compared', 'chest comparison', 'chest contrast', 'chest ct', 'chest history', 'chest indication', 'chest obtained', 'chest pain', 'chest performed', 'chest radiograph', 'chest radiographs', 'chest single', 'chest tube', 'chest w', 'chest wall', 'chest without', 'chf final', 'clinical history', 'clinical indication', 'cm carina', 'compared location', 'compared prior', 'comparison chest', 'comparison ct', 'comparison findings', 'comparison made', 'comparison prior', 'comparison technique', 'condition chf', 'condition copd', 'condition severe', 'condition sob', 'congestive heart', 'consolidation left', 'consolidation right', 'contiguous axial', 'contours stable', 'contours unchanged', 'contraindications iv', 'contrast clip', 'contrast ct', 'contrast final', 'contrast optiray', 'contrast wet', 'copd exacerbation', 'copd flare', 'coronal sagittal', 'coronary arteries', 'coronary artery', 'costophrenic angle', 'could represent', 'ct abdomen', 'ct chest', 'ct non', 'ct pelvis', 'cta chest', 'degenerative changes', 'discussed name', 'distress reason', 'edema final', 'effusion final', 'effusion left', 'effusion pneumothorax', 'effusion right', 'effusion small', 'effusion underlying', 'effusions final', 'effusions right', 'emphysematous changes', 'endotracheal tube', 'enlarged mediastinal', 'et tube', 'evidence pneumothorax', 'evidence pulmonary', 'exacerbation underlying', 'examination assess', 'examination eval', 'examination evaluate', 'examination please', 'failure underlying', 'field view', 'filling defects', 'findings discussed', 'findings impression', 'first name', 'focal consolidation', 'foley catheter', 'free air', 'free fluid', 'glass opacities', 'great vessels', 'greater left', 'greater right', 'ground glass', 'heart enlarged', 'heart failure', 'heart normal', 'heart size', 'hilar contours', 'hilar lymph', 'hilar lymphadenopathy', 'history copd', 'hypoxia reason', 'identified impression', 'images chest', 'images obtained', 'impression evidence', 'impression interval', 'impression pfi', 'increased size', 'indication history', 'indication male', 'indication shortness', 'infectious process', 'infiltrate final', 'initial pre', 'internal jugular', 'interstitial edema', 'interval change', 'interval improvement', 'interval increase', 'intravenous contrast', 'ionic contrast', 'iv contrast', 'last name', 'left base', 'left costophrenic', 'left effusion', 'left greater', 'left kidney', 'left lower', 'left lung', 'left pleural', 'left retrocardiac', 'left subclavian', 'left upper', 'lesions identified', 'likely due', 'likely representing', 'line placement', 'liver spleen', 'lobe atelectasis', 'lobe consolidation', 'lobe opacity', 'lobe pneumonia', 'lobe right', 'location us', 'location usly', 'lower lobe', 'lower lobes', 'lower lung', 'lung apices', 'lung base', 'lung bases', 'lymph node', 'lymph nodes', 'lytic blastic', 'lytic sclerotic', 'made prior', 'main pulmonary', 'may represent', 'measuring mm', 'median sternotomy', 'mediastinal contours', 'mediastinal hilar', 'mediastinal lymph', 'middle lobe', 'mitral valve', 'multifocal pneumonia', 'multiplanar reformatted', 'name stitle', 'name un', 'nasogastric tube', 'ng tube', 'non ionic', 'normal caliber', 'normal limits', 'normal size', 'note made', 'obtained chest', 'opacity left', 'opacity right', 'optiray amt', 'oral contrast', 'osseous structures', 'patchy opacities', 'pathologically enlarged', 'patient status', 'pe contraindications', 'pelvis contrast', 'performed without', 'pericardial effusion', 'physician initial', 'picc line', 'placement final', 'please assess', 'please eval', 'please evaluate', 'pleural effusion', 'pleural effusions', 'pleural thickening', 'pneumonia final', 'pneumonia underlying', 'pneumothorax identified', 'pre number', 'prior chest', 'prior study', 'provisional findings', 'pulmonary arterial', 'pulmonary arteries', 'pulmonary artery', 'pulmonary edema', 'pulmonary embolism', 'pulmonary vascular', 'pulmonary vascularity', 'pulmonary vasculature', 'radiograph chest', 'radiology ct', 'reason assess', 'reason eval', 'reason evaluate', 'reason please', 'recons clip', 'recons ct', 'reformatted images', 'renal failure', 'report chest', 'report clinical', 'report cont', 'report ct', 'report history', 'report indication', 'report indications', 'resp distress', 'respiratory distress', 'respiratory failure', 'rib fractures', 'right atrium', 'right base', 'right greater', 'right hilar', 'right ij', 'right internal', 'right left', 'right lower', 'right lung', 'right middle', 'right pleural', 'right sided', 'right upper', 'satisfactory position', 'seen left', 'seen right', 'seen within', 'severe emphysema', 'shortness breath', 'sided pleural', 'significant change', 'significantly changed', 'since prior', 'single view', 'size normal', 'small amount', 'small bilateral', 'small bowel', 'small left', 'small pleural', 'small right', 'sob reason', 'soft tissue', 'stable appearance', 'status post', 'structures unremarkable', 'suspicious lytic', 'technique axial', 'technique contiguous', 'technique mdct', 'thoracic aorta', 'thoracic inlet', 'thoracic spine', 'tracheostomy tube', 'tube placement', 'tube tip', 'unchanged impression', 'unchanged position', 'unremarkable impression', 'upper abdomen', 'upper lobe', 'upper lobes', 'upper lung', 'upper zone', 'upright chest', 'us study', 'valve replacement', 'vascular congestion', 'venous catheter', 'venous line', 'view chest', 'view contrast', 'view final', 'view underlying', 'w c', 'wall thickening', 'wet read', 'within left', 'within normal', 'within right', 'without contrast', 'without evidence', 'without intravenous', 'without iv', 'x cm', 'zone redistribution']\n", + "['abdomen contrast', 'abdomen pelvis', 'acute sob', 'adrenal glands', 'air space', 'also noted', 'amt final', 'amt underlying', 'aortic stenosis', 'approximately cm', 'atelectasis left', 'axial images', 'bilateral pleural', 'bilateral pulmonary', 'bone windows', 'cad chf', 'cardiac mediastinal', 'cardiac silhouette', 'catheter terminates', 'catheter tip', 'cc optiray', 'central line', 'central venous', 'change final', 'chest clip', 'chest compared', 'chest comparison', 'chest contrast', 'chest ct', 'chest different', 'chest history', 'chest indication', 'chest obtained', 'chest pain', 'chest physician', 'chest port', 'chest radiograph', 'chest single', 'chest w', 'chf final', 'chf reason', 'chf underlying', 'clinical indication', 'cm carina', 'compared previous', 'compared prior', 'comparison chest', 'comparison findings', 'comparison made', 'condition acute', 'condition cad', 'condition chf', 'condition copd', 'condition critical', 'condition reason', 'condition sob', 'condition yo', 'congestive heart', 'consolidation left', 'consolidation right', 'contiguous axial', 'contours stable', 'contours unchanged', 'contraindications iv', 'contrast administered', 'contrast cc', 'contrast clip', 'contrast ct', 'contrast final', 'contrast optiray', 'contrast reason', 'coronary artery', 'costophrenic angle', 'could represent', 'ct abdomen', 'ct chest', 'ct non', 'ct nonionic', 'ct pelvis', 'date ct', 'degenerative changes', 'different physician', 'edema aortic', 'edema final', 'edema underlying', 'effusion final', 'effusion impression', 'effusion pneumothorax', 'effusion right', 'effusion underlying', 'effusions right', 'endotracheal tube', 'et tube', 'evidence pneumothorax', 'examination assess', 'examination chf', 'examination eval', 'examination evaluate', 'examination please', 'examination yo', 'failure underlying', 'field view', 'findings single', 'first name', 'foley catheter', 'free fluid', 'good position', 'greater left', 'heart enlarged', 'heart failure', 'heart size', 'helically acquired', 'hilar contours', 'hypoxia reason', 'identified impression', 'images obtained', 'impression bilateral', 'impression chest', 'impression evidence', 'impression interval', 'impression persistent', 'increased opacity', 'indication history', 'indication status', 'infectious process', 'infiltrate final', 'initial pre', 'internal jugular', 'interstitial edema', 'interval change', 'interval improvement', 'intravenous contrast', 'ionic contrast', 'iv contrast', 'large right', 'left base', 'left lower', 'left lung', 'left pleural', 'left retrocardiac', 'left side', 'left sided', 'left subclavian', 'left upper', 'left ventricular', 'likely represents', 'line placement', 'line tip', 'liver spleen', 'lobe atelectasis', 'lobe consolidation', 'lobe pneumonia', 'lower lobe', 'lower lobes', 'lower lung', 'lung apices', 'lung base', 'lung bases', 'lung volumes', 'lymph nodes', 'made prior', 'main pulmonary', 'may represent', 'median sternotomy', 'mediastinal contours', 'mediastinal hilar', 'mediastinal lymph', 'middle lobe', 'multifocal pneumonia', 'name stitle', 'nasogastric tube', 'ng tube', 'non ionic', 'nonionic contrast', 'normal limits', 'normal size', 'note made', 'obtained lung', 'opacity left', 'opacity right', 'optiray amt', 'osseous structures', 'pelvis contrast', 'pericardial effusion', 'perihilar haziness', 'physician initial', 'picc line', 'placement final', 'please assess', 'please eval', 'please evaluate', 'pleural effusion', 'pleural effusions', 'pneumonia chf', 'pneumonia final', 'pneumonia underlying', 'pneumothorax identified', 'pneumothorax impression', 'pneumothorax seen', 'port line', 'pre number', 'previous study', 'prior exam', 'prior film', 'prior study', 'pulm edema', 'pulmonary artery', 'pulmonary edema', 'pulmonary vascular', 'pulmonary vasculature', 'radiograph chest', 'radiology ct', 'reason assess', 'reason chf', 'reason eval', 'reason evaluate', 'reason please', 'report chest', 'report clinical', 'report cont', 'report history', 'report indication', 'report indications', 'resp distress', 'respiratory distress', 'respiratory failure', 'retrocardiac opacity', 'retroperitoneal bleed', 'right atrium', 'right ij', 'right internal', 'right lower', 'right lung', 'right middle', 'right pleural', 'right subclavian', 'right upper', 'right ventricle', 'satisfactory position', 'seen impression', 'seen right', 'seen within', 'severe chf', 'shortness breath', 'significant change', 'significantly changed', 'since prior', 'single view', 'small amount', 'small bilateral', 'small bowel', 'small left', 'small pleural', 'small right', 'sob reason', 'soft tissue', 'stable appearance', 'status post', 'stenosis underlying', 'structures unremarkable', 'subclavian line', 'supine chest', 'suspicious lytic', 'technique contiguous', 'technique helically', 'thoracic aorta', 'thoracic inlet', 'tip right', 'tracheostomy tube', 'tube placement', 'tube seen', 'tube tip', 'unchanged impression', 'unchanged position', 'unremarkable impression', 'upper abdomen', 'upper lobe', 'upper zone', 'upright chest', 'vascular congestion', 'vascular engorgement', 'venous catheter', 'view chest', 'view contrast', 'w c', 'within left', 'within normal', 'within right', 'without evidence', 'without iv', 'zone redistribution']\n", "\n" ] } @@ -361,170 +361,170 @@ "output_type": "stream", "text": [ "Iteration: 1\n", - "[[121.75067503 171.1386253 145.86204974 142.45061097 148.30546522\n", - " 169.62830556 255.14354441 95.40172592 146.83477235 103.48422551]]\n", + "[[ 97.62888595 149.36299945 52.08012899 280.71017234 192.98601045\n", + " 143.78559334 270.81517456 162.22984729 71.73048784 78.6706998 ]]\n", "Iteration: 2\n", - "[[251.88707529 135.16964172 117.57342788 54.30583127 126.27407856\n", - " 397.81014615 121.74130565 89.33094445 96.89266888 109.01488015]]\n", + "[[103.54998859 104.95228267 61.09883515 231.89551636 102.6989738\n", + " 347.96653652 243.41605319 174.47102067 57.36361748 72.58717556]]\n", "Iteration: 3\n", - "[[269.64503146 126.72248468 121.49612997 57.37545349 133.24068274\n", - " 375.06316511 128.66176899 78.71713164 84.276291 124.80186091]]\n", + "[[ 91.94590855 56.36794006 62.69897842 210.77869501 75.21403833\n", + " 354.40092454 326.22605674 201.92818623 42.44982925 77.98944287]]\n", "Iteration: 4\n", - "[[274.99211262 128.759225 133.59194161 60.43856844 153.18485612\n", - " 331.62782427 134.42126088 73.51112846 81.35991586 128.11316674]]\n", + "[[ 82.33311113 45.80561871 61.45317491 221.94337488 70.09953241\n", + " 324.4933618 371.22832211 209.31861498 33.30875213 80.01613692]]\n", "Iteration: 5\n", - "[[278.09587613 129.27524128 144.16811806 59.04421774 169.74015614\n", - " 292.44579443 141.10374311 73.1938938 81.74826857 131.18469076]]\n", + "[[ 81.82951278 43.99111783 61.13713167 209.94679858 68.8810432\n", + " 314.9589808 391.24497807 220.0018596 29.88053072 78.12804676]]\n", "Iteration: 6\n", - "[[275.82740439 129.52226755 153.73280825 58.10351501 178.61301774\n", - " 263.46482463 153.26436385 70.50239946 84.649572 132.31982712]]\n", + "[[ 84.23553809 43.34116978 61.16849994 204.48543393 67.86455048\n", + " 309.03838571 398.29180008 225.15464366 28.51130522 77.90867311]]\n", "Iteration: 7\n", - "[[272.42807155 130.9693023 163.82268483 57.30837204 183.48471542\n", - " 243.33352407 161.80761964 66.71623159 85.09672394 135.03275462]]\n", + "[[ 85.91772855 43.6942984 61.18577802 201.5331085 67.32612853\n", + " 305.02136383 399.86059752 229.5774607 28.24209784 77.64143811]]\n", "Iteration: 8\n", - "[[270.23379895 131.74238907 169.97306099 56.45536511 185.91809423\n", - " 230.42020461 168.71239082 64.11228323 85.74657993 136.68583306]]\n", + "[[ 87.79900815 43.85990747 61.20001276 199.68495832 67.42929264\n", + " 302.27122653 399.98490027 232.65344888 27.82641717 77.29082779]]\n", "Iteration: 9\n", - "[[265.86278892 131.46908474 175.8030865 56.00802573 186.21192792\n", - " 222.56697792 175.19546631 62.84512961 87.92232773 136.11518461]]\n", + "[[ 89.12012526 43.86398669 61.22147727 198.76827336 68.38058508\n", + " 298.42151002 398.35013235 238.23178747 27.43301749 76.20910502]]\n", "Iteration: 10\n", - "[[260.54417551 131.29797946 180.69234036 55.60301848 186.63119552\n", - " 218.46189465 179.92819294 61.80477115 91.17859007 133.85784186]]\n", + "[[ 90.59811145 43.86494053 61.30966968 197.94539784 68.74835897\n", + " 293.31554144 396.41022047 245.3203547 26.98899231 75.4984126 ]]\n", "Iteration: 11\n", - "[[256.71403601 131.25403263 183.6661317 54.94421636 186.95461351\n", - " 216.69403938 182.6316147 59.84555434 92.30768728 134.9880741 ]]\n", + "[[ 91.77283839 43.87258042 61.37879517 196.66650727 68.42749305\n", + " 286.13751456 395.70441721 253.77664609 26.94522295 75.31798489]]\n", "Iteration: 12\n", - "[[253.58687412 131.24954389 185.29394067 54.51437385 188.24026105\n", - " 215.80334291 183.821669 57.10300939 93.49895109 136.88803401]]\n", + "[[ 92.91658509 43.88909544 61.39553979 194.93699897 68.17263862\n", + " 279.77522547 395.84240166 260.90404642 26.90464349 75.26282506]]\n", "Iteration: 13\n", - "[[251.44020411 131.28125998 186.00624903 54.24243754 189.89646629\n", - " 215.72036293 183.69185254 55.55721697 94.98738632 137.17656428]]\n", + "[[ 94.11373003 43.91007277 61.4001792 193.3982622 68.11028457\n", + " 274.4738275 397.52206439 264.94966342 26.87346419 75.24845174]]\n", "Iteration: 14\n", - "[[250.0332269 131.40422606 186.32828016 53.70341041 191.19934239\n", - " 216.26402771 182.9450015 55.30181685 96.6723247 136.14834333]]\n", + "[[ 94.71970522 43.92646081 61.4033883 192.07683965 68.07664464\n", + " 272.66233673 398.93300679 266.09954234 26.85047319 75.25160233]]\n", "Iteration: 15\n", - "[[248.80211404 131.51381631 186.82111351 53.59478678 192.09908457\n", - " 216.73654211 182.29940676 54.82006 99.14935388 134.16372205]]\n", + "[[ 95.22894777 43.93554219 61.40477672 190.85885891 68.04337042\n", + " 268.74777786 399.99702344 269.71064613 26.81889014 75.25416641]]\n", "Iteration: 16\n", - "[[247.93489028 131.79231431 187.23090836 53.51716172 192.99368926\n", - " 217.08183016 181.48272398 54.1473821 100.44615796 133.37294188]]\n", + "[[ 95.81230898 43.94073083 61.40622398 189.32831913 68.00865611\n", + " 263.02124265 402.60700839 273.83516166 26.78085065 75.25949761]]\n", "Iteration: 17\n", - "[[247.41167624 132.24110828 187.38986414 53.44579359 193.33637609\n", - " 218.16045948 180.37957222 52.4706421 100.43877074 134.72573713]]\n", + "[[ 96.4116592 43.9476324 61.41380044 187.79970833 67.9742806\n", + " 258.98958946 404.4780461 276.95367279 26.74356493 75.28804574]]\n", "Iteration: 18\n", - "[[246.5175459 132.36257577 188.85732964 53.35817443 192.79966492\n", - " 218.91520348 179.47619412 51.45493042 100.60296232 135.65541899]]\n", + "[[ 96.88323025 43.95467975 61.41984941 186.07417141 67.92958348\n", + " 255.34895693 406.38165775 279.97958666 26.71144418 75.31684018]]\n", "Iteration: 19\n", - "[[245.36142855 132.36675548 191.15951874 52.59636679 191.33608754\n", - " 219.01993186 179.55127094 50.82146389 100.57514388 137.21203233]]\n", + "[[ 97.26123859 43.96371849 61.42411483 183.78459551 67.8449158\n", + " 251.99343497 409.00859775 282.69102159 26.68640623 75.34195623]]\n", "Iteration: 20\n", - "[[244.83100138 132.37428104 192.19129217 52.31035609 190.25130354\n", - " 219.21811624 179.7393358 50.07314779 100.57057437 138.44059158]]\n", + "[[ 97.73301131 43.96681042 61.42779518 181.7834918 67.60291776\n", + " 249.79000511 411.75984914 283.90145881 26.66854538 75.36611509]]\n", "Iteration: 21\n", - "[[244.95673228 132.38256196 192.73167542 52.38748688 189.25225353\n", - " 219.26681414 179.82967196 50.17156777 100.51334074 138.50789533]]\n", + "[[ 98.54242293 43.9672923 61.43065898 180.18685423 67.07564927\n", + " 248.32226155 413.6669526 284.7608014 26.65516073 75.39194603]]\n", "Iteration: 22\n", - "[[245.66363298 132.37637365 192.94054754 52.46491308 188.38935749\n", - " 218.76659468 180.12519574 50.5227601 100.13961643 138.61100832]]\n", + "[[ 99.11959743 43.96777738 61.43279016 179.00512376 66.92481896\n", + " 247.01980463 412.96374311 287.49784413 26.64700599 75.42149445]]\n", "Iteration: 23\n", - "[[246.1068901 132.35718966 192.87114952 52.80259438 188.01952258\n", - " 218.85954173 179.95380956 50.63323997 100.21967681 138.17638569]]\n", + "[[ 99.60917887 43.98550603 61.43900363 178.19037781 66.15112513\n", + " 245.10879208 412.81104023 290.62468837 26.6385463 75.44174156]]\n", "Iteration: 24\n", - "[[246.2143358 132.33069026 192.46693046 53.42346238 188.18235119\n", - " 219.47528628 179.46048607 49.54151205 100.69120459 138.21374093]]\n", + "[[ 99.90713272 43.99178764 61.44354995 177.43501565 65.92901193\n", + " 243.94960941 412.32558323 292.91103643 26.63466715 75.47260589]]\n", "Iteration: 25\n", - "[[246.10051256 132.32738312 191.81424645 53.46620583 188.18718062\n", - " 220.06730048 179.63263863 49.03372981 100.75441965 138.61638286]]\n", + "[[ 99.64638289 43.99290994 61.44444251 176.47073663 65.91805852\n", + " 243.27086757 412.54819463 294.59165618 26.63084403 75.4859071 ]]\n", "Iteration: 26\n", - "[[245.50533168 132.32835299 191.26217556 53.48237398 188.18387969\n", - " 220.57667806 180.2768668 49.01849835 100.79235496 138.57348793]]\n", + "[[ 98.53780047 43.99139635 61.44444506 175.3127274 65.90796971\n", + " 242.52447882 413.23294514 296.93514571 26.62379611 75.48929523]]\n", "Iteration: 27\n", - "[[244.52729192 132.32696287 191.09017297 53.49015084 188.28517861\n", - " 221.06261139 180.84306645 49.01526415 100.80960787 138.54969293]]\n", + "[[ 99.48436479 43.98685575 61.44415188 174.33095851 65.88864551\n", + " 241.48642845 413.85896512 297.42756183 26.60471589 75.48735226]]\n", "Iteration: 28\n", - "[[243.07247923 132.32598797 191.15567368 53.49350975 188.40756391\n", - " 221.76250574 181.41135815 49.01404806 100.81807107 138.53880244]]\n", + "[[100.18702449 43.98482988 61.44364965 173.5227294 65.88014467\n", + " 240.45631003 414.25917465 298.18644349 26.59631161 75.48338214]]\n", "Iteration: 29\n", - "[[242.26619497 132.33034345 191.22397035 53.49677562 188.51904155\n", - " 222.69206667 181.09862479 49.0142444 100.82120882 138.53752939]]\n", + "[[100.62108273 43.98430574 61.4427454 172.66208956 65.87639368\n", + " 239.26428092 415.37444116 298.69801275 26.59902749 75.47762057]]\n", "Iteration: 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175.67613073 48.99071642 100.84370259 140.25390943]]\n", + "[[104.1131207 43.98855462 61.41692476 162.3754909 68.88062108\n", + " 226.92964046 431.00339093 298.25416047 27.58495502 75.45314105]]\n", "Iteration: 79\n", - "[[231.76985579 132.30692032 190.98479653 51.83050888 202.27825494\n", - " 225.2551494 175.48543318 48.99024453 100.84498717 140.25384927]]\n", + "[[104.11329297 43.98855741 61.41694281 162.37671504 68.88059023\n", + " 226.92948443 430.99817884 298.25839507 27.58482437 75.45301884]]\n", "Iteration: 80\n", - "[[230.66069729 132.3056008 191.1344588 51.82866882 203.10305314\n", - " 225.46928821 175.40760777 48.98951621 100.84758347 140.25352547]]\n", + "[[104.113708 43.98855661 61.41695713 162.37773406 68.88056177\n", + " 226.930121 430.99367251 298.26105007 27.58471649 75.45292236]]\n", "Iteration: 81\n", - "[[229.87147526 132.30471897 191.0965164 51.82710532 203.65969349\n", - " 225.71379089 175.4306816 48.9889159 100.8522714 140.25483077]]\n", + "[[104.1142415 43.98855437 61.41696823 162.37856718 68.88053689\n", + " 226.93111595 430.98970806 298.26283443 27.58463057 75.45284282]]\n", "Iteration: 82\n", - "[[229.26362705 132.30548753 190.94729049 51.82629847 204.04656846\n", - " 225.94937203 175.55796133 48.98869878 100.85697837 140.2577175 ]]\n", + "[[104.11481105 43.98855163 61.4169768 162.37923861 68.88051538\n", + " 226.9322153 430.98617147 298.26418077 27.58456338 75.45277561]]\n", "Iteration: 83\n", - "[[228.44553743 132.30790483 190.70460067 51.82581518 204.42532235\n", - " 226.1907789 175.98989585 48.98859027 100.8603697 140.26118482]]\n", + "[[104.11536503 43.98854877 61.41698343 162.37977225 68.88049673\n", + " 226.93327303 430.98296871 298.26536231 27.58451147 75.45271828]]\n", "Iteration: 84\n", - "[[227.3293036 132.31504194 190.26338627 51.82517679 205.01360219\n", - " 226.48433903 176.64619748 48.988334 100.86561145 140.26900726]]\n", + "[[104.11587398 43.98854596 61.41698855 162.3801895 68.88048033\n", + " 226.93420814 430.98001069 298.26656166 27.5844718 75.45266939]]\n", "Iteration: 85\n", - "[[226.21492002 132.32813725 189.61280477 51.82420305 205.94165619\n", - " 226.87519185 177.05838169 48.98808552 100.87360793 140.28301174]]\n", + "[[104.11632377 43.98854321 61.41699249 162.3805086 68.88046559\n", + " 226.93497812 430.97720601 298.26791244 27.58444192 75.45262785]]\n", "Iteration: 86\n", - "[[225.15743898 132.34085914 189.3647478 51.82324039 206.63359613\n", - " 227.35675696 177.15858898 48.98818876 100.87997114 140.29661171]]\n", + "[[104.11671015 43.98854051 61.4169955 162.38074441 68.88045195\n", + " 226.93556226 430.97445708 298.26952555 27.58441987 75.45259273]]\n", "Iteration: 87\n", - "[[224.2824217 132.3514998 189.2126557 51.82257988 207.29008091\n", - " 227.81719444 177.042159 48.98849267 100.88468635 140.30822956]]\n", + "[[104.11703487 43.98853776 61.41699776 162.38090858 68.88043883\n", + " 226.93595087 430.97165697 298.27150706 27.58440417 75.45256312]]\n", "Iteration: 88\n", - "[[223.54933567 132.35898787 189.09809145 51.82199915 207.91494926\n", - " 228.2509509 176.81228563 48.98876385 100.88781288 140.31682333]]\n", + "[[104.11730288 43.98853489 61.41699939 162.3810097 68.88042566\n", + " 226.93613817 430.96868549 298.27397191 27.58439374 75.45253817]]\n", "Iteration: 89\n", - "[[222.93522391 132.36384734 189.00116816 51.82152748 208.47201082\n", - " 228.67624285 176.52860315 48.98897807 100.88974215 140.32265608]]\n", + "[[104.11752056 43.98853176 61.41700049 162.38105342 68.88041184\n", + " 226.9361173 430.96540336 298.27705644 27.58438781 75.45251702]]\n", "Iteration: 90\n", - "[[222.40936861 132.36686294 188.90341497 51.82123553 208.95486038\n", - " 229.11145788 176.22638586 48.9891625 100.89083643 140.32641489]]\n", + "[[104.11769462 43.98852823 61.41700113 162.38104254 68.88039669\n", + " 226.93587667 430.96164355 298.28093181 27.58438588 75.45249888]]\n", "Iteration: 91\n", - "[[221.97639332 132.36864552 188.7927753 51.82112069 209.34000921\n", - " 229.55772289 175.93404098 48.9893221 100.89129226 140.32867774]]\n", + "[[104.1178314 43.98852413 61.41700134 162.38097691 68.88037942\n", + " 226.93539656 430.95719835 298.28582118 27.58438775 75.45248297]]\n", "Iteration: 92\n", - "[[221.67331008 132.36969026 188.66927922 51.82110944 209.58140205\n", - " 229.98941831 175.68513205 48.98943755 100.89129911 140.32992193]]\n", + "[[104.11793658 43.98851921 61.41700112 162.38085318 68.88035907\n", + " 226.93464574 430.95179975 298.29202337 27.58439346 75.45246852]]\n", "Iteration: 93\n", - "[[221.47911736 132.37039762 188.54439355 51.82111595 209.69615528\n", - " 230.36869041 175.50890354 48.98949232 100.89111882 140.33061516]]\n", + "[[104.11801505 43.9885132 61.41700045 162.38066419 68.8803344\n", + " 226.93357704 430.94508935 298.29994822 27.58440336 75.45245475]]\n", "Iteration: 94\n", - "[[221.34615743 132.37096125 188.42959353 51.82110458 209.7346319\n", - " 230.67553916 175.41047956 48.98950157 100.89093548 140.33109554]]\n", + "[[104.1180709 43.98850569 61.41699925 162.380398 68.88030377\n", + " 226.93212122 430.93657085 298.31017142 27.58441813 75.45244077]]\n", "Iteration: 95\n", - "[[221.24539349 132.37142548 188.32794732 51.82107757 209.73249058\n", - " 230.91402114 175.37589267 48.9894896 100.89077999 140.33148216]]\n", + "[[104.11810752 43.98849611 61.41699738 162.38003623 68.88026492\n", + " 226.93017767 430.92553268 298.32352299 27.58443896 75.45242554]]\n", "Iteration: 96\n", - "[[221.1633289 132.37179202 188.23443713 51.82104658 209.70977214\n", - " 231.09875724 175.38899954 48.98947014 100.89062202 140.3317743 ]]\n", + "[[104.11812784 43.98848368 61.41699461 162.37955122 68.8802146\n", + " 226.92759975 430.91091799 298.34123491 27.58446773 75.45240767]]\n", "Iteration: 97\n", - "[[221.09352187 132.37206078 188.13775266 51.82102335 209.67753748\n", - " 231.24475098 175.44149217 48.98944889 100.89044954 140.33196227]]\n", + "[[104.11813464 43.98846722 61.41699056 162.37890141 68.88014797\n", + " 226.92417093 430.89109907 298.36519564 27.58450742 75.45238514]]\n", "Iteration: 98\n", - "[[221.03214254 132.37222998 188.01804372 51.82101752 209.64174807\n", - " 231.36429973 175.53875997 48.98942754 100.8902794 140.33205153]]\n", + "[[104.11813123 43.98844489 61.41698458 162.37802323 68.88005762\n", + " 226.91956468 430.86347564 298.39840047 27.58456277 75.45235489]]\n", "Iteration: 99\n", - "[[220.97496907 132.37228177 187.84185821 51.82103868 209.60507437\n", - " 231.46737307 175.70580373 48.9894051 100.89014921 140.33204678]]\n", + "[[104.11812258 43.98841378 61.41697557 162.37681715 68.87993164\n", + " 226.91327563 430.82375345 298.44575667 27.5846416 75.45231193]]\n", "Iteration: 100\n", - "[[220.91157409 132.37216519 187.60345335 51.8211007 209.56665817\n", - " 231.56286944 175.95073301 48.98937758 100.89012718 140.33194128]]\n" + "[[104.11811749 43.9883691 61.4169616 162.37512276 68.87975038\n", + " 226.90450061 430.76470632 298.51546687 27.58475711 75.45224776]]\n" ] } ], @@ -703,54 +703,60 @@ "name": "stdout", "output_type": "stream", "text": [ - "Cluster 1 (225):, PNA-133, PNA-134, PNA-148, PNA-205, PNA-223, PNA-241, PNA-250, PNA-269, PNA-291, PNA-343, PNA-426, PNA-434, PNA-439, PNA-465, PNA-472, PNA-489, CHF-546, CHF-554, CHF-598, CHF-646, CHF-662, CHF-669, CHF-732, CHF-763, CHF-789, CHF-790, CHF-791, CHF-795, CHF-796, CHF-811, CHF-813, CHF-816, CHF-832, CHF-864, CHF-872, CHF-899, CHF-909, CHF-910, CHF-937, CHF-951, CHF-989, COPD-1015, COPD-1018, COPD-1019, COPD-1031, COPD-1034, COPD-1035, COPD-1046, COPD-1050, COPD-1051, COPD-1052, COPD-1053, COPD-1054, COPD-1056, COPD-1060, COPD-1061, COPD-1064, COPD-1067, COPD-1071, COPD-1079, COPD-1080, COPD-1085, COPD-1086, COPD-1087, COPD-1088, COPD-1089, COPD-1090, COPD-1091, COPD-1094, COPD-1096, COPD-1097, COPD-1098, COPD-1100, COPD-1104, COPD-1108, COPD-1112, COPD-1118, COPD-1120, COPD-1121, COPD-1122, COPD-1123, COPD-1128, COPD-1130, COPD-1133, COPD-1135, COPD-1136, COPD-1140, COPD-1143, COPD-1144, COPD-1145, COPD-1147, COPD-1158, COPD-1163, COPD-1164, COPD-1166, COPD-1167, COPD-1171, COPD-1176, COPD-1177, COPD-1178, COPD-1184, COPD-1185, COPD-1186, COPD-1189, COPD-1192, COPD-1193, COPD-1194, COPD-1200, COPD-1202, COPD-1207, COPD-1214, COPD-1221, COPD-1222, COPD-1224, COPD-1229, COPD-1235, COPD-1236, COPD-1237, COPD-1238, COPD-1239, COPD-1244, COPD-1252, COPD-1253, COPD-1255, COPD-1259, COPD-1260, COPD-1261, COPD-1262, COPD-1263, COPD-1266, COPD-1267, COPD-1270, COPD-1274, COPD-1275, COPD-1279, COPD-1280, COPD-1304, COPD-1307, COPD-1308, COPD-1310, COPD-1313, COPD-1314, COPD-1318, COPD-1323, COPD-1327, COPD-1328, COPD-1329, COPD-1330, COPD-1331, COPD-1332, COPD-1334, COPD-1336, COPD-1337, COPD-1338, COPD-1340, COPD-1341, COPD-1342, COPD-1345, COPD-1346, COPD-1347, COPD-1348, COPD-1354, COPD-1358, COPD-1359, COPD-1360, COPD-1367, COPD-1368, COPD-1369, COPD-1370, COPD-1372, COPD-1379, COPD-1380, COPD-1381, COPD-1383, COPD-1387, COPD-1388, COPD-1395, COPD-1396, COPD-1397, COPD-1398, COPD-1399, COPD-1405, COPD-1407, COPD-1408, COPD-1409, COPD-1413, COPD-1414, COPD-1415, COPD-1416, COPD-1418, COPD-1419, COPD-1420, COPD-1424, COPD-1425, COPD-1428, COPD-1437, COPD-1438, COPD-1439, COPD-1440, COPD-1443, COPD-1446, COPD-1447, COPD-1452, COPD-1454, COPD-1456, COPD-1457, COPD-1460, COPD-1461, COPD-1463, COPD-1466, COPD-1467, COPD-1468, COPD-1469, COPD-1472, COPD-1474, COPD-1475, COPD-1476, COPD-1477, COPD-1478, COPD-1479, COPD-1483, COPD-1485, COPD-1488, COPD-1489, COPD-1496,\n", + "Cluster 1 (103):, PNA-68, PNA-85, PNA-96, PNA-112, PNA-117, PNA-124, PNA-125, PNA-137, PNA-143, PNA-147, PNA-153, PNA-161, PNA-165, PNA-170, PNA-193, PNA-205, PNA-217, PNA-218, PNA-221, PNA-222, PNA-225, PNA-229, PNA-234, PNA-235, PNA-240, PNA-247, PNA-251, PNA-253, PNA-263, PNA-272, PNA-276, PNA-285, PNA-286, PNA-288, PNA-295, PNA-300, PNA-302, PNA-314, PNA-318, PNA-324, PNA-326, PNA-336, PNA-345, PNA-356, PNA-364, PNA-366, PNA-369, PNA-370, PNA-371, PNA-379, PNA-403, PNA-404, PNA-405, PNA-424, PNA-425, PNA-444, PNA-450, PNA-455, PNA-456, PNA-466, PNA-467, PNA-468, PNA-482, PNA-484, PNA-487, PNA-492, PNA-498, CHF-537, CHF-545, CHF-558, CHF-563, CHF-574, CHF-675, CHF-676, CHF-678, CHF-693, CHF-714, CHF-766, CHF-771, CHF-790, CHF-870, CHF-882, CHF-949, CHF-957, CHF-988, CHF-1037, CHF-1045, CHF-1058, CHF-1063, CHF-1074, CHF-1175, CHF-1176, CHF-1178, CHF-1193, CHF-1214, CHF-1266, CHF-1271, CHF-1290, CHF-1370, CHF-1382, CHF-1449, CHF-1457, CHF-1488,\n", "\n", - " Words: chest clip (0.03884), endotracheal tube (0.02204), chest tube (0.02014), report indication (0.01864), ng tube (0.01769), et tube (0.01703), line placement (0.01631), lower lobe (0.01618), copd exacerbation (0.01585), tube placement (0.01572), respiratory distress (0.01497), pleural effusions (0.01424), condition copd (0.01412), interval change (0.01212), cm carina (0.01183), chest radiograph (0.01137), central venous (0.01122), prior study (0.01070), picc line (0.01062), pleural effusion (0.01035),\n", + " Words: lower lobe (0.07493), left lower (0.04887), chest clip (0.03445), right lower (0.03203), pleural effusion (0.03012), upper lobe (0.02520), report indication (0.02025), heart failure (0.01622), left upper (0.01547), right lung (0.01496), left pleural (0.01466), right upper (0.01250), lobe pneumonia (0.01042), lobe consolidation (0.00986), small left (0.00969), right middle (0.00962), pleural effusions (0.00958), prior study (0.00926), shortness breath (0.00888), left lung (0.00877),\n", "\n", "\n", - "Cluster 2 (132):, PNA-9, PNA-16, PNA-19, PNA-56, PNA-70, PNA-78, PNA-81, PNA-86, PNA-91, PNA-103, PNA-112, PNA-113, PNA-120, PNA-122, PNA-125, PNA-129, PNA-139, PNA-142, PNA-147, PNA-159, PNA-160, PNA-165, PNA-170, PNA-177, PNA-183, PNA-189, PNA-191, PNA-199, PNA-200, PNA-204, PNA-215, PNA-225, PNA-239, PNA-268, PNA-270, PNA-271, PNA-272, PNA-284, PNA-300, PNA-305, PNA-315, PNA-318, PNA-320, PNA-325, PNA-328, PNA-330, PNA-331, PNA-332, PNA-334, PNA-353, PNA-360, PNA-369, PNA-373, PNA-382, PNA-387, PNA-404, PNA-408, PNA-411, PNA-418, PNA-420, PNA-436, PNA-449, PNA-453, PNA-459, PNA-461, PNA-473, PNA-479, PNA-486, PNA-488, CHF-501, CHF-516, CHF-523, CHF-562, CHF-582, CHF-585, CHF-607, CHF-615, CHF-637, CHF-696, CHF-778, CHF-888, CHF-916, CHF-946, CHF-970, CHF-982, CHF-984, CHF-999, COPD-1002, COPD-1004, COPD-1008, COPD-1009, COPD-1011, COPD-1020, COPD-1021, COPD-1032, COPD-1033, COPD-1036, COPD-1065, COPD-1074, COPD-1106, COPD-1107, COPD-1113, COPD-1119, COPD-1125, COPD-1134, COPD-1141, COPD-1146, COPD-1149, COPD-1154, COPD-1196, COPD-1199, COPD-1203, COPD-1210, COPD-1215, COPD-1219, COPD-1228, COPD-1231, COPD-1240, COPD-1248, COPD-1251, COPD-1257, COPD-1311, COPD-1312, COPD-1321, COPD-1352, COPD-1364, COPD-1448, COPD-1470, COPD-1486, COPD-1487, COPD-1494, COPD-1497,\n", + "Cluster 2 (45):, PNA-7, PNA-8, PNA-25, PNA-26, PNA-28, PNA-33, PNA-44, PNA-45, PNA-46, PNA-47, PNA-88, PNA-89, PNA-90, PNA-99, PNA-100, PNA-346, PNA-347, CHF-530, CHF-613, CHF-614, CHF-615, CHF-786, CHF-787, CHF-907, CHF-927, CHF-928, CHF-929, CHF-930, CHF-954, CHF-966, CHF-978, CHF-1030, CHF-1113, CHF-1114, CHF-1115, CHF-1286, CHF-1287, CHF-1407, CHF-1427, CHF-1428, CHF-1429, CHF-1430, CHF-1454, CHF-1466, CHF-1478,\n", "\n", - " Words: cta chest (0.02910), w c (0.02646), c recons (0.02524), chest w (0.02481), iv contrast (0.02399), pulmonary embolism (0.02280), optiray amt (0.02171), contrast optiray (0.02160), lower lobe (0.01876), pleural effusion (0.01433), recons clip (0.01411), contraindications iv (0.01373), lymph nodes (0.01366), amt underlying (0.01245), pleural effusions (0.01169), field view (0.01146), report cont (0.01146), evidence pulmonary (0.01112), upper lobe (0.01104), view contrast (0.01091),\n", + " Words: ct chest (0.04432), lower lobe (0.04025), right lower (0.02895), iv contrast (0.02895), contrast optiray (0.02849), optiray amt (0.02804), lymph nodes (0.02533), date ct (0.02488), w c (0.02171), contrast clip (0.02126), pleural effusions (0.01945), nonionic contrast (0.01900), chest ct (0.01900), amt underlying (0.01764), non ionic (0.01628), ionic contrast (0.01628), ct non (0.01628), chest w (0.01447), radiology ct (0.01357), ct nonionic (0.01357),\n", "\n", "\n", - "Cluster 3 (186):, PNA-89, PNA-210, PNA-246, PNA-278, PNA-299, PNA-335, PNA-347, PNA-388, PNA-396, PNA-398, PNA-415, PNA-422, PNA-430, PNA-442, PNA-454, PNA-497, PNA-499, CHF-625, CHF-693, CHF-731, CHF-822, CHF-823, CHF-857, CHF-862, CHF-871, CHF-921, CHF-932, COPD-1010, COPD-1012, COPD-1014, COPD-1016, COPD-1017, COPD-1023, COPD-1025, COPD-1029, COPD-1040, COPD-1043, COPD-1047, COPD-1048, COPD-1049, COPD-1062, COPD-1066, COPD-1068, COPD-1078, COPD-1081, COPD-1084, COPD-1092, COPD-1093, COPD-1095, COPD-1101, COPD-1102, COPD-1109, COPD-1110, COPD-1114, COPD-1115, COPD-1116, COPD-1117, COPD-1124, COPD-1148, COPD-1151, COPD-1152, COPD-1153, COPD-1155, COPD-1157, COPD-1159, COPD-1160, COPD-1162, COPD-1168, COPD-1170, COPD-1174, COPD-1175, COPD-1179, COPD-1180, COPD-1183, COPD-1187, COPD-1190, COPD-1195, COPD-1197, COPD-1201, COPD-1204, COPD-1205, COPD-1206, COPD-1208, COPD-1211, COPD-1213, COPD-1216, COPD-1217, COPD-1218, COPD-1220, COPD-1223, COPD-1225, COPD-1226, COPD-1227, COPD-1234, COPD-1241, COPD-1242, COPD-1247, COPD-1249, COPD-1250, COPD-1254, COPD-1256, COPD-1258, COPD-1264, COPD-1265, COPD-1268, COPD-1271, COPD-1273, COPD-1276, COPD-1278, COPD-1282, COPD-1283, COPD-1286, COPD-1287, COPD-1288, COPD-1292, COPD-1294, COPD-1296, COPD-1297, COPD-1298, COPD-1299, COPD-1300, COPD-1301, COPD-1302, COPD-1303, COPD-1305, COPD-1309, COPD-1315, COPD-1316, COPD-1317, COPD-1320, COPD-1322, COPD-1324, COPD-1349, COPD-1353, COPD-1355, COPD-1362, COPD-1366, COPD-1371, COPD-1373, COPD-1374, COPD-1376, COPD-1377, COPD-1382, COPD-1385, COPD-1389, COPD-1390, COPD-1392, COPD-1393, COPD-1400, COPD-1401, COPD-1402, COPD-1403, COPD-1404, COPD-1411, COPD-1412, COPD-1417, COPD-1422, COPD-1423, COPD-1426, COPD-1427, COPD-1429, COPD-1430, COPD-1431, COPD-1432, COPD-1433, COPD-1434, COPD-1435, COPD-1436, COPD-1441, COPD-1444, COPD-1445, COPD-1450, COPD-1453, COPD-1459, COPD-1462, COPD-1464, COPD-1465, COPD-1471, COPD-1482, COPD-1484, COPD-1490, COPD-1492, COPD-1493, COPD-1495, COPD-1498, COPD-1500,\n", + "Cluster 3 (60):, PNA-58, PNA-59, PNA-60, PNA-74, PNA-75, PNA-76, PNA-107, PNA-108, PNA-109, PNA-129, PNA-130, PNA-131, PNA-145, PNA-146, PNA-162, PNA-163, PNA-164, PNA-256, PNA-257, PNA-258, PNA-259, PNA-291, PNA-293, PNA-294, PNA-315, PNA-316, PNA-317, PNA-328, PNA-329, PNA-348, PNA-349, PNA-350, PNA-388, PNA-389, PNA-421, PNA-422, PNA-423, PNA-439, PNA-440, PNA-441, CHF-549, CHF-550, CHF-551, CHF-650, CHF-723, CHF-724, CHF-755, CHF-756, CHF-801, CHF-802, CHF-1049, CHF-1050, CHF-1051, CHF-1150, CHF-1223, CHF-1224, CHF-1255, CHF-1256, CHF-1301, CHF-1302,\n", "\n", - " Words: chest clip (0.05000), pleural effusion (0.03009), lower lobe (0.02230), shortness breath (0.02230), report indication (0.02150), copd exacerbation (0.02122), interval change (0.01723), condition copd (0.01668), chest radiograph (0.01602), respiratory distress (0.01541), right lower (0.01464), report chest (0.01384), left lower (0.01338), heart size (0.01309), left lung (0.01117), examination eval (0.01062), exacerbation underlying (0.01056), reason eval (0.01034), left pleural (0.01029), lung base (0.00988),\n", + " Words: ct pelvis (0.04634), ct abdomen (0.04550), date ct (0.03238), iv contrast (0.03237), ct chest (0.02513), field view (0.02512), radiology ct (0.02345), optiray amt (0.02150), contrast optiray (0.02150), contrast reason (0.02010), nonionic contrast (0.01815), view contrast (0.01815), ct nonionic (0.01759), pleural effusions (0.01748), free fluid (0.01703), may represent (0.01675), report cont (0.01619), pelvis contrast (0.01591), abdomen contrast (0.01591), bilateral pleural (0.01581),\n", "\n", "\n", - "Cluster 4 (52):, PNA-13, PNA-26, PNA-52, PNA-58, PNA-60, PNA-84, PNA-88, PNA-95, PNA-97, PNA-130, PNA-131, PNA-203, PNA-217, PNA-238, PNA-240, PNA-249, PNA-254, PNA-258, PNA-259, PNA-298, PNA-309, PNA-313, PNA-317, PNA-413, PNA-419, PNA-424, PNA-438, PNA-478, PNA-485, CHF-505, CHF-533, CHF-560, CHF-587, CHF-596, CHF-632, CHF-633, CHF-685, CHF-740, CHF-749, CHF-750, CHF-762, COPD-1028, COPD-1030, COPD-1039, COPD-1103, COPD-1137, COPD-1161, COPD-1230, COPD-1361, COPD-1384, COPD-1442, COPD-1499,\n", + "Cluster 4 (160):, PNA-79, PNA-101, PNA-175, PNA-184, PNA-262, PNA-292, PNA-299, PNA-306, PNA-385, PNA-386, PNA-387, PNA-391, PNA-392, PNA-399, PNA-413, PNA-426, PNA-435, PNA-436, PNA-473, PNA-475, PNA-476, PNA-481, PNA-495, PNA-496, CHF-503, CHF-520, CHF-534, CHF-553, CHF-554, CHF-575, CHF-598, CHF-599, CHF-600, CHF-602, CHF-609, CHF-618, CHF-638, CHF-643, CHF-645, CHF-648, CHF-649, CHF-651, CHF-652, CHF-660, CHF-661, CHF-662, CHF-663, CHF-664, CHF-665, CHF-705, CHF-715, CHF-730, CHF-742, CHF-743, CHF-744, CHF-759, CHF-800, CHF-816, CHF-817, CHF-818, CHF-819, CHF-820, CHF-824, CHF-825, CHF-826, CHF-827, CHF-828, CHF-829, CHF-830, CHF-831, CHF-832, CHF-833, CHF-836, CHF-837, CHF-838, CHF-839, CHF-909, CHF-913, CHF-938, CHF-939, CHF-940, CHF-941, CHF-943, CHF-944, CHF-947, CHF-952, CHF-953, CHF-960, CHF-961, CHF-962, CHF-963, CHF-984, CHF-1003, CHF-1020, CHF-1034, CHF-1053, CHF-1054, CHF-1075, CHF-1098, CHF-1099, CHF-1100, CHF-1102, CHF-1109, CHF-1118, CHF-1138, CHF-1143, CHF-1145, CHF-1148, CHF-1149, CHF-1151, CHF-1152, CHF-1160, CHF-1161, CHF-1162, CHF-1163, CHF-1164, CHF-1165, CHF-1205, CHF-1215, CHF-1230, CHF-1242, CHF-1243, CHF-1244, CHF-1259, CHF-1300, CHF-1316, CHF-1317, CHF-1318, CHF-1319, CHF-1320, CHF-1324, CHF-1325, CHF-1326, CHF-1327, CHF-1328, CHF-1329, CHF-1330, CHF-1331, CHF-1332, CHF-1333, CHF-1336, CHF-1337, CHF-1338, CHF-1339, CHF-1409, CHF-1413, CHF-1438, CHF-1439, CHF-1440, CHF-1441, CHF-1443, CHF-1444, CHF-1447, CHF-1452, CHF-1453, CHF-1460, CHF-1461, CHF-1462, CHF-1463, CHF-1484,\n", "\n", - " Words: iv contrast (0.04486), ct abdomen (0.03514), ct chest (0.03275), ct pelvis (0.02944), contrast clip (0.02880), pleural effusions (0.02340), contrast ct (0.02338), pelvis contrast (0.02071), chest contrast (0.01872), bilateral pleural (0.01638), contraindications iv (0.01578), without iv (0.01569), report cont (0.01505), lower lobe (0.01410), field view (0.01371), pleural effusion (0.01236), lymph nodes (0.01203), without contrast (0.01162), free fluid (0.01136), radiology ct (0.01136),\n", + " Words: pleural effusion (0.05334), pulmonary edema (0.04181), aortic stenosis (0.02762), line placement (0.02362), chest clip (0.02222), pleural effusions (0.01800), upper lobe (0.01663), right upper (0.01641), report chest (0.01632), left pleural (0.01604), physician initial (0.01589), initial pre (0.01589), pre number (0.01589), edema aortic (0.01487), stenosis underlying (0.01487), condition critical (0.01381), edema underlying (0.01350), report indication (0.01326), et tube (0.01277), right pleural (0.01242),\n", "\n", "\n", - "Cluster 5 (211):, PNA-90, PNA-99, PNA-114, PNA-116, PNA-155, PNA-157, PNA-158, PNA-190, PNA-192, PNA-195, PNA-196, PNA-198, PNA-216, PNA-221, PNA-233, PNA-242, PNA-248, PNA-267, PNA-279, PNA-287, PNA-288, PNA-292, PNA-293, PNA-294, PNA-302, PNA-311, PNA-324, PNA-337, PNA-341, PNA-344, PNA-349, PNA-355, PNA-357, PNA-361, PNA-370, PNA-374, PNA-383, PNA-391, PNA-399, PNA-402, PNA-412, PNA-427, PNA-432, PNA-435, PNA-448, PNA-462, PNA-467, PNA-469, PNA-471, PNA-474, PNA-483, PNA-491, CHF-522, CHF-526, CHF-528, CHF-529, CHF-537, CHF-548, CHF-551, CHF-552, CHF-555, CHF-556, CHF-557, CHF-568, CHF-579, CHF-580, CHF-589, CHF-594, CHF-595, CHF-600, CHF-608, CHF-613, CHF-616, CHF-620, CHF-626, CHF-627, CHF-635, CHF-638, CHF-644, CHF-658, CHF-659, CHF-664, CHF-665, CHF-666, CHF-667, CHF-673, CHF-675, CHF-686, CHF-687, CHF-689, CHF-691, CHF-692, CHF-695, CHF-697, CHF-701, CHF-705, CHF-719, CHF-722, CHF-723, CHF-728, CHF-729, CHF-737, CHF-738, CHF-742, CHF-743, CHF-748, CHF-751, CHF-756, CHF-757, CHF-759, CHF-764, CHF-765, CHF-767, CHF-770, CHF-772, CHF-773, CHF-776, CHF-783, CHF-784, CHF-787, CHF-793, CHF-797, CHF-804, CHF-806, CHF-808, CHF-809, CHF-815, CHF-819, CHF-824, CHF-825, CHF-826, CHF-830, CHF-835, CHF-839, CHF-840, CHF-844, CHF-849, CHF-850, CHF-851, CHF-853, CHF-856, CHF-866, CHF-868, CHF-869, CHF-878, CHF-887, CHF-889, CHF-905, CHF-907, CHF-918, CHF-920, CHF-922, CHF-923, CHF-926, CHF-927, CHF-930, CHF-933, CHF-936, CHF-938, CHF-940, CHF-947, CHF-948, CHF-949, CHF-953, CHF-959, CHF-960, CHF-967, CHF-972, CHF-974, CHF-975, CHF-980, CHF-983, CHF-985, CHF-986, CHF-988, CHF-993, CHF-995, CHF-998, CHF-1000, COPD-1005, COPD-1044, COPD-1045, COPD-1057, COPD-1072, COPD-1076, COPD-1083, COPD-1156, COPD-1165, COPD-1169, COPD-1172, COPD-1173, COPD-1181, COPD-1198, COPD-1209, COPD-1233, COPD-1272, COPD-1281, COPD-1295, COPD-1306, COPD-1333, COPD-1343, COPD-1350, COPD-1365, COPD-1375, COPD-1378, COPD-1386, COPD-1406, COPD-1449, COPD-1458, COPD-1473, COPD-1491,\n", + "Cluster 5 (68):, PNA-1, PNA-2, PNA-3, PNA-12, PNA-16, PNA-22, PNA-23, PNA-27, PNA-30, PNA-32, PNA-36, PNA-41, PNA-43, PNA-49, PNA-50, PNA-53, PNA-54, PNA-61, PNA-63, PNA-64, PNA-69, PNA-70, PNA-71, PNA-78, PNA-83, PNA-84, PNA-86, PNA-87, PNA-91, PNA-105, PNA-113, PNA-114, PNA-141, PNA-148, PNA-149, PNA-150, PNA-151, PNA-158, PNA-172, PNA-176, PNA-178, PNA-194, PNA-206, PNA-227, PNA-250, PNA-287, PNA-323, PNA-358, PNA-359, PNA-416, PNA-417, PNA-419, CHF-502, CHF-620, CHF-732, CHF-808, CHF-850, CHF-876, CHF-945, CHF-946, CHF-1002, CHF-1120, CHF-1232, CHF-1308, CHF-1350, CHF-1376, CHF-1445, CHF-1446,\n", "\n", - " Words: pleural effusions (0.07634), bilateral pleural (0.05250), chest clip (0.04445), pulmonary edema (0.03713), heart failure (0.02783), congestive heart (0.02371), lower lobe (0.02360), report indication (0.02285), small bilateral (0.02045), left lower (0.01853), interval change (0.01432), pleural effusion (0.00979), prior study (0.00966), shortness breath (0.00963), examination please (0.00960), status post (0.00958), reason please (0.00937), report history (0.00937), chest radiograph (0.00910), please eval (0.00797),\n", + " Words: ct chest (0.03969), lower lobe (0.03571), upper lobe (0.03157), contrast clip (0.02946), iv contrast (0.02884), date ct (0.02496), pleural effusions (0.02253), right lower (0.02110), chest contrast (0.02014), pleural effusion (0.01877), upper abdomen (0.01804), bilateral pleural (0.01593), left lower (0.01591), left upper (0.01564), report cont (0.01563), optiray amt (0.01535), contrast optiray (0.01535), contraindications iv (0.01503), lymph nodes (0.01383), soft tissue (0.01381),\n", "\n", "\n", - "Cluster 6 (232):, PNA-132, PNA-145, PNA-156, PNA-171, PNA-179, PNA-182, PNA-220, PNA-263, PNA-266, PNA-277, PNA-308, PNA-314, PNA-322, PNA-342, PNA-356, PNA-358, PNA-367, PNA-375, PNA-381, PNA-385, PNA-389, PNA-407, PNA-443, PNA-477, PNA-484, PNA-490, CHF-504, CHF-508, CHF-509, CHF-510, CHF-512, CHF-518, CHF-521, CHF-524, CHF-530, CHF-534, CHF-535, CHF-536, CHF-541, CHF-542, CHF-543, CHF-544, CHF-545, CHF-549, CHF-553, CHF-561, CHF-563, CHF-564, CHF-565, CHF-570, CHF-572, CHF-573, CHF-574, CHF-576, CHF-577, CHF-578, CHF-581, CHF-583, CHF-584, CHF-586, CHF-588, CHF-590, CHF-591, CHF-592, CHF-593, CHF-599, CHF-602, CHF-603, CHF-609, CHF-610, CHF-611, CHF-614, CHF-617, CHF-618, CHF-619, CHF-621, CHF-623, CHF-628, CHF-629, CHF-634, CHF-636, CHF-639, CHF-640, CHF-641, CHF-642, CHF-643, CHF-645, CHF-650, CHF-651, CHF-652, CHF-653, CHF-655, CHF-656, CHF-657, CHF-661, CHF-663, CHF-668, CHF-671, CHF-672, CHF-676, CHF-677, CHF-680, CHF-681, CHF-682, CHF-683, CHF-684, CHF-688, CHF-690, CHF-694, CHF-699, CHF-700, CHF-704, CHF-706, CHF-707, CHF-708, CHF-709, CHF-710, CHF-712, CHF-716, CHF-717, CHF-720, CHF-724, CHF-725, CHF-726, CHF-730, CHF-733, CHF-734, CHF-735, CHF-736, CHF-739, CHF-741, CHF-744, CHF-746, CHF-747, CHF-753, CHF-760, CHF-766, CHF-768, CHF-774, CHF-777, CHF-780, CHF-782, CHF-785, CHF-786, CHF-799, CHF-800, CHF-801, CHF-803, CHF-805, CHF-807, CHF-810, CHF-812, CHF-814, CHF-820, CHF-821, CHF-827, CHF-829, CHF-836, CHF-837, CHF-838, CHF-841, CHF-842, CHF-845, CHF-846, CHF-847, CHF-848, CHF-855, CHF-858, CHF-861, CHF-863, CHF-867, CHF-870, CHF-875, CHF-876, CHF-877, CHF-879, CHF-880, CHF-881, CHF-882, CHF-883, CHF-884, CHF-885, CHF-891, CHF-892, CHF-893, CHF-894, CHF-895, CHF-896, CHF-897, CHF-898, CHF-900, CHF-902, CHF-903, CHF-906, CHF-908, CHF-911, CHF-912, CHF-913, CHF-915, CHF-917, CHF-919, CHF-925, CHF-928, CHF-931, CHF-934, CHF-935, CHF-939, CHF-943, CHF-945, CHF-950, CHF-952, CHF-955, CHF-956, CHF-957, CHF-961, CHF-963, CHF-964, CHF-969, CHF-973, CHF-976, CHF-977, CHF-978, CHF-979, CHF-981, CHF-987, CHF-990, CHF-996, COPD-1129, COPD-1232, COPD-1293, COPD-1421, COPD-1455,\n", + "Cluster 6 (222):, PNA-97, PNA-98, PNA-103, PNA-111, PNA-127, PNA-128, PNA-133, PNA-185, PNA-186, PNA-187, PNA-214, PNA-215, PNA-226, PNA-232, PNA-233, PNA-307, PNA-308, PNA-365, PNA-368, PNA-410, PNA-433, PNA-445, PNA-474, PNA-497, CHF-513, CHF-528, CHF-544, CHF-552, CHF-556, CHF-564, CHF-565, CHF-576, CHF-578, CHF-579, CHF-582, CHF-588, CHF-623, CHF-625, CHF-630, CHF-669, CHF-682, CHF-698, CHF-699, CHF-700, CHF-701, CHF-703, CHF-710, CHF-711, CHF-713, CHF-719, CHF-731, CHF-733, CHF-734, CHF-735, CHF-736, CHF-746, CHF-760, CHF-761, CHF-767, CHF-774, CHF-777, CHF-778, CHF-781, CHF-782, CHF-783, CHF-784, CHF-785, CHF-796, CHF-797, CHF-799, CHF-805, CHF-806, CHF-809, CHF-810, CHF-811, CHF-841, CHF-842, CHF-856, CHF-861, CHF-863, CHF-866, CHF-867, CHF-868, CHF-869, CHF-871, CHF-878, CHF-886, CHF-888, CHF-889, CHF-890, CHF-891, CHF-892, CHF-893, CHF-895, CHF-896, CHF-898, CHF-903, CHF-904, CHF-908, CHF-911, CHF-912, CHF-914, CHF-915, CHF-916, CHF-919, CHF-920, CHF-921, CHF-922, CHF-923, CHF-924, CHF-933, CHF-956, CHF-965, CHF-981, CHF-982, CHF-987, CHF-992, CHF-993, CHF-994, CHF-995, CHF-997, CHF-998, CHF-999, CHF-1013, CHF-1028, CHF-1044, CHF-1052, CHF-1056, CHF-1064, CHF-1065, CHF-1076, CHF-1078, CHF-1079, CHF-1082, CHF-1088, CHF-1123, CHF-1125, CHF-1130, CHF-1169, CHF-1182, CHF-1198, CHF-1199, CHF-1200, CHF-1201, CHF-1203, CHF-1210, CHF-1211, CHF-1213, CHF-1219, CHF-1231, CHF-1233, CHF-1234, CHF-1235, CHF-1236, CHF-1246, CHF-1260, CHF-1261, CHF-1267, CHF-1274, CHF-1277, CHF-1278, CHF-1281, CHF-1282, CHF-1283, CHF-1284, CHF-1285, CHF-1296, CHF-1297, CHF-1299, CHF-1305, CHF-1306, CHF-1309, CHF-1310, CHF-1311, CHF-1341, CHF-1342, CHF-1356, CHF-1361, CHF-1363, CHF-1366, CHF-1367, CHF-1368, CHF-1369, CHF-1371, CHF-1378, CHF-1386, CHF-1388, CHF-1389, CHF-1390, CHF-1391, CHF-1392, CHF-1393, CHF-1395, CHF-1396, CHF-1398, CHF-1403, CHF-1404, CHF-1408, CHF-1411, CHF-1412, CHF-1414, CHF-1415, CHF-1416, CHF-1419, CHF-1420, CHF-1421, CHF-1422, CHF-1423, CHF-1424, CHF-1433, CHF-1456, CHF-1465, CHF-1481, CHF-1482, CHF-1487, CHF-1492, CHF-1493, CHF-1494, CHF-1495, CHF-1497, CHF-1498, CHF-1499,\n", "\n", - " Words: pleural effusion (0.08765), chest clip (0.04064), pulmonary edema (0.03583), pleural effusions (0.02965), right pleural (0.02804), heart failure (0.02548), congestive heart (0.02255), left pleural (0.02217), report indication (0.02044), status post (0.01560), bilateral pleural (0.01544), location us (0.01401), small left (0.01167), effusion final (0.01026), lower lobe (0.01018), comparison made (0.00962), chest radiograph (0.00961), single view (0.00886), failure underlying (0.00880), small right (0.00819),\n", + " Words: heart failure (0.03882), congestive heart (0.03520), chest clip (0.02849), pleural effusion (0.02479), pleural effusions (0.02400), line placement (0.02146), endotracheal tube (0.02034), failure underlying (0.01955), status post (0.01950), bilateral pleural (0.01881), ng tube (0.01780), nasogastric tube (0.01633), tube placement (0.01388), subclavian line (0.01342), report indication (0.01303), lower lobe (0.01299), single view (0.01296), placement final (0.01287), left subclavian (0.01250), view chest (0.01248),\n", "\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cluster 7 (439):, PNA-11, PNA-24, PNA-29, PNA-31, PNA-34, PNA-57, PNA-65, PNA-72, PNA-73, PNA-80, PNA-82, PNA-94, PNA-95, PNA-104, PNA-121, PNA-132, PNA-134, PNA-135, PNA-138, PNA-140, PNA-142, PNA-154, PNA-155, PNA-159, PNA-166, PNA-167, PNA-169, PNA-171, PNA-173, PNA-181, PNA-182, PNA-188, PNA-191, PNA-195, PNA-196, PNA-202, PNA-207, PNA-208, PNA-220, PNA-228, PNA-231, PNA-244, PNA-246, PNA-254, PNA-260, PNA-265, PNA-267, PNA-273, PNA-289, PNA-297, PNA-304, PNA-309, PNA-313, PNA-319, PNA-327, PNA-332, PNA-333, PNA-334, PNA-337, PNA-338, PNA-339, PNA-341, PNA-342, PNA-343, PNA-344, PNA-352, PNA-355, PNA-357, PNA-367, PNA-373, PNA-378, PNA-380, PNA-382, PNA-383, PNA-393, PNA-397, PNA-400, PNA-409, PNA-418, PNA-427, PNA-428, PNA-429, PNA-431, PNA-432, PNA-437, PNA-442, PNA-451, PNA-452, PNA-453, PNA-460, PNA-461, PNA-462, PNA-463, PNA-464, PNA-470, PNA-471, PNA-472, PNA-480, PNA-485, PNA-486, PNA-488, PNA-489, PNA-490, CHF-504, CHF-507, CHF-509, CHF-510, CHF-512, CHF-514, CHF-515, CHF-516, CHF-517, CHF-518, CHF-519, CHF-522, CHF-524, CHF-525, CHF-526, CHF-527, CHF-529, CHF-532, CHF-533, CHF-535, CHF-536, CHF-538, CHF-540, CHF-541, CHF-542, CHF-543, CHF-546, CHF-547, CHF-555, CHF-557, CHF-561, CHF-562, CHF-566, CHF-567, CHF-568, CHF-569, CHF-570, CHF-571, CHF-572, CHF-573, CHF-580, CHF-581, CHF-584, CHF-587, CHF-596, CHF-601, CHF-604, CHF-605, CHF-608, CHF-612, CHF-616, CHF-617, CHF-619, CHF-621, CHF-622, CHF-626, CHF-627, CHF-628, CHF-631, CHF-632, CHF-653, CHF-656, CHF-658, CHF-659, CHF-666, CHF-672, CHF-674, CHF-677, CHF-680, CHF-681, CHF-684, CHF-685, CHF-687, CHF-688, CHF-689, CHF-690, CHF-691, CHF-694, CHF-695, CHF-696, CHF-697, CHF-704, CHF-706, CHF-707, CHF-708, CHF-709, CHF-712, CHF-716, CHF-717, CHF-718, CHF-720, CHF-721, CHF-722, CHF-725, CHF-727, CHF-728, CHF-737, CHF-738, CHF-739, CHF-740, CHF-741, CHF-745, CHF-748, CHF-749, CHF-750, CHF-763, CHF-765, CHF-769, CHF-770, CHF-773, CHF-775, CHF-776, CHF-788, CHF-791, CHF-792, CHF-793, CHF-795, CHF-807, CHF-812, CHF-813, CHF-821, CHF-822, CHF-823, CHF-840, CHF-843, CHF-844, CHF-845, CHF-851, CHF-852, CHF-860, CHF-862, CHF-872, CHF-873, CHF-874, CHF-875, CHF-877, CHF-879, CHF-880, CHF-883, CHF-885, CHF-887, CHF-894, CHF-897, CHF-899, CHF-900, CHF-901, CHF-902, CHF-905, CHF-906, CHF-910, CHF-917, CHF-918, CHF-925, CHF-931, CHF-934, CHF-948, CHF-951, CHF-959, CHF-967, CHF-970, CHF-979, CHF-985, CHF-986, CHF-989, CHF-990, CHF-991, CHF-996, CHF-1000, CHF-1004, CHF-1007, CHF-1009, CHF-1010, CHF-1012, CHF-1014, CHF-1015, CHF-1016, CHF-1017, CHF-1018, CHF-1019, CHF-1022, CHF-1024, CHF-1025, CHF-1026, CHF-1027, CHF-1029, CHF-1032, CHF-1033, CHF-1035, CHF-1036, CHF-1038, CHF-1040, CHF-1041, CHF-1042, CHF-1043, CHF-1046, CHF-1047, CHF-1055, CHF-1057, CHF-1061, CHF-1062, CHF-1066, CHF-1067, CHF-1068, CHF-1069, CHF-1070, CHF-1071, CHF-1072, CHF-1073, CHF-1080, CHF-1081, CHF-1084, CHF-1087, CHF-1096, CHF-1101, CHF-1104, CHF-1105, CHF-1108, CHF-1112, CHF-1116, CHF-1117, CHF-1119, CHF-1121, CHF-1122, CHF-1126, CHF-1127, CHF-1128, CHF-1131, CHF-1132, CHF-1153, CHF-1156, CHF-1158, CHF-1159, CHF-1166, CHF-1172, CHF-1174, CHF-1177, CHF-1180, CHF-1181, CHF-1184, CHF-1185, CHF-1187, CHF-1188, CHF-1189, CHF-1190, CHF-1191, CHF-1194, CHF-1195, CHF-1196, CHF-1197, CHF-1204, CHF-1206, CHF-1207, CHF-1208, CHF-1209, CHF-1212, CHF-1216, CHF-1217, CHF-1218, CHF-1220, CHF-1221, CHF-1222, CHF-1225, CHF-1227, CHF-1228, CHF-1237, CHF-1238, CHF-1239, CHF-1240, CHF-1241, CHF-1245, CHF-1248, CHF-1249, CHF-1250, CHF-1263, CHF-1265, CHF-1269, CHF-1270, CHF-1273, CHF-1275, CHF-1276, CHF-1288, CHF-1291, CHF-1292, CHF-1293, CHF-1295, CHF-1307, CHF-1312, CHF-1313, CHF-1321, CHF-1322, CHF-1323, CHF-1340, CHF-1343, CHF-1344, CHF-1345, CHF-1351, CHF-1352, CHF-1360, CHF-1362, CHF-1372, CHF-1373, CHF-1374, CHF-1375, CHF-1377, CHF-1379, CHF-1380, CHF-1383, CHF-1385, CHF-1387, CHF-1394, CHF-1397, CHF-1399, CHF-1400, CHF-1401, CHF-1402, CHF-1405, CHF-1406, CHF-1410, CHF-1417, CHF-1418, CHF-1425, CHF-1431, CHF-1434, CHF-1448, CHF-1451, CHF-1459, CHF-1467, CHF-1470, CHF-1479, CHF-1485, CHF-1486, CHF-1489, CHF-1490, CHF-1491, CHF-1496, CHF-1500,\n", "\n", - "Cluster 7 (173):, PNA-75, PNA-85, PNA-108, PNA-146, PNA-149, PNA-163, PNA-169, PNA-176, PNA-181, PNA-186, PNA-187, PNA-208, PNA-224, PNA-226, PNA-227, PNA-232, PNA-236, PNA-244, PNA-245, PNA-247, PNA-252, PNA-253, PNA-256, PNA-275, PNA-281, PNA-295, PNA-296, PNA-316, PNA-327, PNA-338, PNA-346, PNA-348, PNA-362, PNA-363, PNA-365, PNA-376, PNA-378, PNA-390, PNA-392, PNA-393, PNA-397, PNA-400, PNA-401, PNA-403, PNA-405, PNA-414, PNA-416, PNA-417, PNA-421, PNA-423, PNA-428, PNA-431, PNA-433, PNA-437, PNA-440, PNA-447, PNA-450, PNA-451, PNA-456, PNA-457, PNA-458, PNA-460, PNA-463, PNA-466, PNA-468, PNA-475, PNA-476, PNA-481, PNA-482, PNA-493, CHF-511, CHF-513, CHF-514, CHF-517, CHF-519, CHF-520, CHF-527, CHF-531, CHF-532, CHF-538, CHF-547, CHF-550, CHF-559, CHF-566, CHF-567, CHF-569, CHF-597, CHF-601, CHF-604, CHF-605, CHF-606, CHF-612, CHF-622, CHF-630, CHF-631, CHF-649, CHF-654, CHF-660, CHF-674, CHF-678, CHF-679, CHF-702, CHF-711, CHF-713, CHF-714, CHF-718, CHF-721, CHF-727, CHF-754, CHF-755, CHF-758, CHF-761, CHF-771, CHF-775, CHF-779, CHF-781, CHF-794, CHF-798, CHF-802, CHF-817, CHF-818, CHF-828, CHF-831, CHF-833, CHF-834, CHF-843, CHF-852, CHF-859, CHF-860, CHF-886, CHF-901, CHF-924, CHF-929, CHF-941, CHF-942, CHF-944, CHF-954, CHF-958, CHF-962, CHF-968, CHF-971, CHF-991, CHF-992, CHF-994, COPD-1041, COPD-1055, COPD-1058, COPD-1059, COPD-1069, COPD-1075, COPD-1105, COPD-1126, COPD-1127, COPD-1131, COPD-1132, COPD-1150, COPD-1182, COPD-1212, COPD-1245, COPD-1246, COPD-1269, COPD-1277, COPD-1284, COPD-1289, COPD-1290, COPD-1291, COPD-1325, COPD-1335, COPD-1344, COPD-1356, COPD-1357, COPD-1410, COPD-1451,\n", - "\n", - " Words: pleural effusion (0.08288), lower lobe (0.04673), chest clip (0.03589), left lower (0.02935), right pleural (0.02225), left pleural (0.01939), right lower (0.01877), report indication (0.01868), pulmonary edema (0.01780), upper lobe (0.01565), interval change (0.01490), right upper (0.01389), examination please (0.01368), reason please (0.01346), heart failure (0.01330), please evaluate (0.01267), please eval (0.01108), location us (0.01063), congestive heart (0.01041), prior study (0.00999),\n", + " Words: chest clip (0.04959), pleural effusion (0.04734), pleural effusions (0.03418), report indication (0.02939), heart failure (0.02522), bilateral pleural (0.02292), congestive heart (0.02231), pulmonary edema (0.02207), interval change (0.01692), right pleural (0.01667), shortness breath (0.01301), chf final (0.01261), failure underlying (0.01087), status post (0.01044), comparison made (0.01041), prior study (0.00945), lower lobe (0.00919), report chest (0.00876), upper lobe (0.00844), right upper (0.00837),\n", "\n", "\n", - "Cluster 8 (49):, PNA-1, PNA-2, PNA-11, PNA-12, PNA-20, PNA-28, PNA-32, PNA-35, PNA-36, PNA-43, PNA-61, PNA-68, PNA-72, PNA-76, PNA-80, PNA-92, PNA-94, PNA-100, PNA-101, PNA-107, PNA-128, PNA-162, PNA-164, PNA-166, PNA-167, PNA-174, PNA-175, PNA-194, PNA-229, PNA-231, PNA-255, PNA-274, PNA-280, PNA-326, PNA-329, PNA-345, PNA-406, PNA-410, PNA-494, CHF-515, CHF-539, CHF-624, CHF-647, CHF-745, CHF-752, CHF-769, CHF-890, CHF-997, COPD-1480,\n", + "Cluster 8 (300):, PNA-35, PNA-37, PNA-42, PNA-48, PNA-66, PNA-67, PNA-77, PNA-81, PNA-102, PNA-106, PNA-110, PNA-116, PNA-120, PNA-136, PNA-139, PNA-144, PNA-152, PNA-156, PNA-157, PNA-160, PNA-168, PNA-174, PNA-177, PNA-179, PNA-180, PNA-183, PNA-189, PNA-190, PNA-192, PNA-197, PNA-198, PNA-199, PNA-200, PNA-201, PNA-203, PNA-204, PNA-209, PNA-210, PNA-211, PNA-216, PNA-219, PNA-223, PNA-224, PNA-230, PNA-236, PNA-237, PNA-238, PNA-239, PNA-241, PNA-242, PNA-243, PNA-245, PNA-252, PNA-255, PNA-261, PNA-264, PNA-266, PNA-268, PNA-269, PNA-270, PNA-271, PNA-274, PNA-275, PNA-277, PNA-278, PNA-279, PNA-280, PNA-281, PNA-282, PNA-283, PNA-284, PNA-290, PNA-296, PNA-298, PNA-301, PNA-303, PNA-305, PNA-310, PNA-311, PNA-312, PNA-320, PNA-321, PNA-322, PNA-325, PNA-330, PNA-331, PNA-335, PNA-351, PNA-354, PNA-360, PNA-361, PNA-362, PNA-363, PNA-372, PNA-376, PNA-377, PNA-381, PNA-384, PNA-390, PNA-394, PNA-395, PNA-396, PNA-398, PNA-401, PNA-402, PNA-406, PNA-407, PNA-408, PNA-411, PNA-412, PNA-414, PNA-415, PNA-420, PNA-430, PNA-434, PNA-438, PNA-443, PNA-446, PNA-447, PNA-448, PNA-449, PNA-454, PNA-457, PNA-458, PNA-459, PNA-465, PNA-469, PNA-477, PNA-478, PNA-479, PNA-483, PNA-491, PNA-493, PNA-494, PNA-499, PNA-500, CHF-508, CHF-511, CHF-521, CHF-523, CHF-531, CHF-539, CHF-548, CHF-577, CHF-586, CHF-597, CHF-603, CHF-606, CHF-607, CHF-610, CHF-611, CHF-641, CHF-642, CHF-654, CHF-655, CHF-657, CHF-667, CHF-668, CHF-670, CHF-671, CHF-673, CHF-679, CHF-683, CHF-686, CHF-692, CHF-702, CHF-726, CHF-729, CHF-747, CHF-751, CHF-752, CHF-753, CHF-754, CHF-757, CHF-758, CHF-762, CHF-764, CHF-772, CHF-789, CHF-794, CHF-798, CHF-804, CHF-814, CHF-815, CHF-834, CHF-835, CHF-846, CHF-847, CHF-848, CHF-849, CHF-853, CHF-854, CHF-855, CHF-857, CHF-858, CHF-859, CHF-865, CHF-881, CHF-884, CHF-926, CHF-932, CHF-935, CHF-936, CHF-937, CHF-942, CHF-950, CHF-955, CHF-958, CHF-968, CHF-969, CHF-971, CHF-972, CHF-973, CHF-974, CHF-975, CHF-976, CHF-977, CHF-980, CHF-1008, CHF-1011, CHF-1021, CHF-1023, CHF-1031, CHF-1039, CHF-1048, CHF-1077, CHF-1086, CHF-1097, CHF-1103, CHF-1106, CHF-1107, CHF-1110, CHF-1111, CHF-1141, CHF-1142, CHF-1154, CHF-1155, CHF-1157, CHF-1167, CHF-1168, CHF-1170, CHF-1171, CHF-1173, CHF-1179, CHF-1183, CHF-1186, CHF-1192, CHF-1202, CHF-1226, CHF-1229, CHF-1247, CHF-1251, CHF-1252, CHF-1253, CHF-1254, CHF-1257, CHF-1258, CHF-1262, CHF-1264, CHF-1272, CHF-1289, CHF-1294, CHF-1298, CHF-1304, CHF-1314, CHF-1315, CHF-1334, CHF-1335, CHF-1346, CHF-1347, CHF-1348, CHF-1349, CHF-1353, CHF-1354, CHF-1355, CHF-1357, CHF-1358, CHF-1359, CHF-1365, CHF-1381, CHF-1384, CHF-1426, CHF-1432, CHF-1435, CHF-1436, CHF-1437, CHF-1442, CHF-1450, CHF-1455, CHF-1458, CHF-1468, CHF-1469, CHF-1471, CHF-1472, CHF-1473, CHF-1474, CHF-1475, CHF-1476, CHF-1477, CHF-1480,\n", "\n", - " Words: pleural effusion (0.05650), ct chest (0.03695), lower lobe (0.03554), iv contrast (0.02491), right lower (0.02182), left pleural (0.01960), contrast clip (0.01820), right pleural (0.01764), report cont (0.01568), upper lobe (0.01542), chest contrast (0.01511), left lower (0.01456), lymph nodes (0.01371), field view (0.01316), contraindications iv (0.01260), right upper (0.01148), pericardial effusion (0.01092), ct abdomen (0.01065), wet read (0.01013), left upper (0.01010),\n", + " Words: chest clip (0.04216), pulmonary edema (0.03567), lower lobe (0.03462), pleural effusions (0.02627), left lower (0.02344), interval change (0.01940), report indication (0.01862), bilateral pleural (0.01761), ng tube (0.01694), endotracheal tube (0.01654), right ij (0.01469), right lower (0.01449), cm carina (0.01411), pleural effusion (0.01340), et tube (0.01303), tube placement (0.01221), prior study (0.01174), pulm edema (0.01048), report chest (0.01043), comparison made (0.01021),\n", "\n", "\n", - "Cluster 9 (100):, PNA-3, PNA-6, PNA-18, PNA-22, PNA-23, PNA-30, PNA-33, PNA-34, PNA-37, PNA-42, PNA-44, PNA-45, PNA-51, PNA-53, PNA-57, PNA-63, PNA-67, PNA-69, PNA-73, PNA-77, PNA-83, PNA-87, PNA-98, PNA-105, PNA-110, PNA-111, PNA-117, PNA-118, PNA-119, PNA-121, PNA-126, PNA-127, PNA-144, PNA-150, PNA-151, PNA-152, PNA-153, PNA-172, PNA-178, PNA-180, PNA-184, PNA-185, PNA-188, PNA-201, PNA-207, PNA-219, PNA-234, PNA-257, PNA-261, PNA-265, PNA-273, PNA-276, PNA-286, PNA-290, PNA-303, PNA-304, PNA-307, PNA-319, PNA-333, PNA-340, PNA-350, PNA-359, PNA-364, PNA-368, PNA-379, PNA-384, PNA-395, PNA-425, PNA-444, PNA-445, PNA-464, PNA-480, PNA-492, PNA-495, CHF-503, CHF-507, CHF-540, CHF-571, CHF-575, CHF-698, CHF-703, CHF-715, CHF-788, CHF-865, CHF-873, CHF-874, CHF-904, CHF-965, CHF-966, COPD-1003, COPD-1006, COPD-1037, COPD-1038, COPD-1042, COPD-1082, COPD-1243, COPD-1326, COPD-1351, COPD-1391, COPD-1394,\n", + "Cluster 9 (27):, PNA-9, PNA-10, PNA-20, PNA-21, PNA-55, PNA-56, PNA-62, PNA-115, PNA-248, PNA-249, PNA-353, CHF-505, CHF-506, CHF-559, CHF-560, CHF-583, CHF-585, CHF-629, CHF-864, CHF-1005, CHF-1006, CHF-1059, CHF-1060, CHF-1083, CHF-1085, CHF-1129, CHF-1364,\n", "\n", - " Words: ct chest (0.03596), lower lobe (0.02864), contrast optiray (0.02693), optiray amt (0.02634), pleural effusion (0.02433), iv contrast (0.02325), chest ct (0.02279), upper lobe (0.01965), pleural effusions (0.01627), right lower (0.01522), contrast clip (0.01469), left lower (0.01415), lymph nodes (0.01407), amt final (0.01406), report cont (0.01405), amt underlying (0.01376), left upper (0.01270), ct non (0.01242), ionic contrast (0.01242), non ionic (0.01242),\n", + " Words: pleural effusion (0.07251), lower lobe (0.04569), right lower (0.03762), right pleural (0.02958), ct chest (0.02386), left pleural (0.02386), chest ct (0.02313), iv contrast (0.02009), contrast clip (0.02004), middle lobe (0.01921), small left (0.01859), right lung (0.01781), date ct (0.01694), right middle (0.01692), large right (0.01549), optiray amt (0.01539), contrast optiray (0.01539), report indication (0.01413), congestive heart (0.01396), heart failure (0.01394),\n", "\n", "\n", - "Cluster 10 (140):, PNA-4, PNA-5, PNA-7, PNA-8, PNA-10, PNA-14, PNA-15, PNA-17, PNA-21, PNA-24, PNA-25, PNA-27, PNA-29, PNA-31, PNA-38, PNA-39, PNA-40, PNA-41, PNA-46, PNA-47, PNA-48, PNA-49, PNA-50, PNA-54, PNA-55, PNA-59, PNA-62, PNA-64, PNA-65, PNA-66, PNA-71, PNA-74, PNA-79, PNA-82, PNA-93, PNA-96, PNA-102, PNA-104, PNA-106, PNA-109, PNA-115, PNA-123, PNA-124, PNA-135, PNA-136, PNA-137, PNA-138, PNA-140, PNA-141, PNA-143, PNA-154, PNA-161, PNA-168, PNA-173, PNA-193, PNA-197, PNA-202, PNA-206, PNA-209, PNA-211, PNA-212, PNA-213, PNA-214, PNA-218, PNA-222, PNA-228, PNA-230, PNA-235, PNA-237, PNA-243, PNA-251, PNA-260, PNA-262, PNA-264, PNA-282, PNA-283, PNA-285, PNA-289, PNA-297, PNA-301, PNA-306, PNA-310, PNA-312, PNA-321, PNA-323, PNA-336, PNA-339, PNA-351, PNA-352, PNA-354, PNA-366, PNA-371, PNA-372, PNA-377, PNA-380, PNA-386, PNA-394, PNA-409, PNA-429, PNA-441, PNA-446, PNA-452, PNA-455, PNA-470, PNA-487, PNA-496, PNA-498, PNA-500, CHF-502, CHF-506, CHF-525, CHF-558, CHF-648, CHF-670, CHF-792, CHF-854, CHF-914, COPD-1001, COPD-1007, COPD-1013, COPD-1022, COPD-1024, COPD-1026, COPD-1027, COPD-1063, COPD-1070, COPD-1073, COPD-1077, COPD-1099, COPD-1111, COPD-1138, COPD-1139, COPD-1142, COPD-1188, COPD-1191, COPD-1285, COPD-1319, COPD-1339, COPD-1363, COPD-1481,\n", + "Cluster 10 (76):, PNA-4, PNA-5, PNA-6, PNA-13, PNA-14, PNA-15, PNA-17, PNA-18, PNA-19, PNA-38, PNA-39, PNA-40, PNA-51, PNA-52, PNA-92, PNA-93, PNA-118, PNA-119, PNA-122, PNA-123, PNA-126, PNA-212, PNA-213, PNA-340, PNA-374, PNA-375, CHF-501, CHF-589, CHF-590, CHF-591, CHF-592, CHF-593, CHF-594, CHF-595, CHF-624, CHF-633, CHF-634, CHF-635, CHF-636, CHF-637, CHF-639, CHF-640, CHF-644, CHF-646, CHF-647, CHF-768, CHF-779, CHF-780, CHF-803, CHF-964, CHF-983, CHF-1001, CHF-1089, CHF-1090, CHF-1091, CHF-1092, CHF-1093, CHF-1094, CHF-1095, CHF-1124, CHF-1133, CHF-1134, CHF-1135, CHF-1136, CHF-1137, CHF-1139, CHF-1140, CHF-1144, CHF-1146, CHF-1147, CHF-1268, CHF-1279, CHF-1280, CHF-1303, CHF-1464, CHF-1483,\n", "\n", - " Words: ct chest (0.04624), chest contrast (0.03258), contrast clip (0.03218), lower lobe (0.03036), upper lobe (0.02720), iv contrast (0.02404), pleural effusions (0.02075), right upper (0.01997), left lower (0.01826), lymph nodes (0.01787), contraindications iv (0.01655), report cont (0.01537), pleural effusion (0.01455), right lower (0.01447), pericardial effusion (0.01275), bilateral pleural (0.01182), upper abdomen (0.01025), left upper (0.00987), mediastinal lymph (0.00933), chest ct (0.00894),\n", + " Words: iv contrast (0.04110), ct abdomen (0.03317), ct pelvis (0.02956), date ct (0.02548), pleural effusions (0.02398), field view (0.02019), ct chest (0.02019), bilateral pleural (0.01941), w c (0.01874), contrast clip (0.01827), radiology ct (0.01586), report cont (0.01514), ct non (0.01490), ionic contrast (0.01490), non ionic (0.01490), without iv (0.01442), abdomen pelvis (0.01418), report indication (0.01406), optiray amt (0.01394), contrast optiray (0.01394),\n", "\n", "\n" ] @@ -796,79 +802,79 @@ "name": "stdout", "output_type": "stream", "text": [ - "PNA-1: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-1: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-2: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-2: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-3: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-3: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-4: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000071): C9 (0.0005326): C10 (0.9994603): \n", + "PNA-4: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", "PNA-5: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-6: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-6: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-7: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-7: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-8: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-8: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-9: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-9: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "PNA-10: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-10: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "PNA-11: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-11: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-12: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-12: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-13: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-13: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", "PNA-14: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", "PNA-15: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-16: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-16: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", "PNA-17: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-18: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-18: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-19: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-19: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "PNA-20: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-20: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0329902): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9670098): C10 (0.0000000): \n", "\n", - "PNA-21: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000562): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000011): C10 (0.9999427): \n", + "PNA-21: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0329902): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9670098): C10 (0.0000000): \n", "\n", - "PNA-22: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-22: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-23: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-23: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-24: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-24: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0002198): C7 (0.9992808): C8 (0.0004994): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-25: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-25: C1 (0.0000000): C2 (0.9999994): C3 (0.0000000): C4 (0.0000000): C5 (0.0000006): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-26: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999965): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000035): \n", + "PNA-26: C1 (0.0000000): C2 (0.9999994): C3 (0.0000000): C4 (0.0000000): C5 (0.0000006): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-27: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-27: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-28: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.9999998): C9 (0.0000002): C10 (0.0000000): \n", + "PNA-28: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-29: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-29: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9661422): C8 (0.0338578): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-30: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-30: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-31: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "PNA-31: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000801): C7 (0.8102378): C8 (0.1896821): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-32: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "PNA-32: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-33: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-33: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-34: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "PNA-34: C1 (0.0637910): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9359395): C8 (0.0002695): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "PNA-35: 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(0.9932389): C7 (0.0000005): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-705: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9964111): C5 (0.0000000): C6 (0.0035889): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-707: C1 (0.0000000): C2 (0.0000000): C3 (0.0000001): C4 (0.0000000): C5 (0.1141538): C6 (0.8846155): C7 (0.0012306): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-706: C1 (0.0000557): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000009): C6 (0.0030406): C7 (0.9969028): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-708: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000002): C6 (0.9999532): C7 (0.0000467): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-707: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-709: C1 (0.0000000): C2 (0.0000000): C3 (0.0000002): C4 (0.0000000): C5 (0.0000000): C6 (0.9997872): C7 (0.0002126): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-708: C1 (0.0002474): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000047): C7 (0.9997479): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-710: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000005): C6 (0.9999972): C7 (0.0000023): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-709: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999927): C8 (0.0000073): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-711: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000027): C6 (0.0000000): C7 (0.9999970): C8 (0.0000003): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-710: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-712: C1 (0.0000000): C2 (0.0000000): C3 (0.0001321): C4 (0.0000000): C5 (0.0001490): C6 (0.9996778): C7 (0.0000406): C8 (0.0000000): C9 (0.0000006): C10 (0.0000000): \n", + "CHF-711: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-713: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-712: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0031366): C7 (0.9968634): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-714: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-713: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9994879): C7 (0.0000119): C8 (0.0005003): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-715: C1 (0.0000000): C2 (0.0000810): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9999190): C10 (0.0000000): \n", + "CHF-714: C1 (0.9999961): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000001): C8 (0.0000038): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-716: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999867): C7 (0.0000133): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-715: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999617): C5 (0.0000000): C6 (0.0000383): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-717: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-716: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999117): C8 (0.0000883): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-718: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0336424): C6 (0.0000000): C7 (0.9663576): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-717: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0014952): C7 (0.9985048): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-719: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9979684): C6 (0.0020316): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-718: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9998652): C8 (0.0001348): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-720: C1 (0.0000500): C2 (0.0000000): C3 (0.0480175): C4 (0.0000000): C5 (0.0029223): C6 (0.9339948): C7 (0.0150154): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-719: C1 (0.0000377): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.7274629): C7 (0.2724994): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-721: C1 (0.0000000): C2 (0.0000000): C3 (0.0001806): C4 (0.0000000): C5 (0.0000002): C6 (0.0000011): C7 (0.9998181): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-720: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0549614): C7 (0.9450381): C8 (0.0000005): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-722: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9958605): C6 (0.0041395): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-721: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0045069): C5 (0.0000000): C6 (0.0000000): C7 (0.9954930): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-723: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9999830): C6 (0.0000170): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-722: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999916): C8 (0.0000084): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-724: C1 (0.0000000): C2 (0.0000000): C3 (0.0000633): C4 (0.0000000): C5 (0.0000000): C6 (0.9999367): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-723: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-725: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-724: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-726: C1 (0.0000000): C2 (0.0000000): C3 (0.0000148): C4 (0.0000000): C5 (0.0000000): C6 (0.9999852): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-725: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-727: C1 (0.0000000): C2 (0.0000000): C3 (0.0000025): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999975): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-726: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0052251): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.9947749): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-728: C1 (0.0001741): C2 (0.0000000): C3 (0.0000439): C4 (0.0000000): C5 (0.9954475): C6 (0.0043345): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-727: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999998): C8 (0.0000002): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-729: C1 (0.0000000): C2 (0.0000000): C3 (0.0000001): C4 (0.0000000): C5 (0.9999999): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-728: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9257815): C8 (0.0742185): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-730: C1 (0.0000001): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0146573): C6 (0.9853424): C7 (0.0000003): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-729: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-731: C1 (0.0000001): C2 (0.0000000): C3 (0.9895318): C4 (0.0000000): C5 (0.0101825): C6 (0.0002424): C7 (0.0000432): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-730: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9977074): C5 (0.0000000): C6 (0.0000000): C7 (0.0022926): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-732: C1 (0.5761464): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.4047509): C6 (0.0173379): C7 (0.0017648): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-731: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0019161): C5 (0.0000000): C6 (0.9980839): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-733: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.1288377): C6 (0.6404875): C7 (0.2306748): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-732: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-734: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9992679): C7 (0.0007321): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-733: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-735: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9994861): C7 (0.0005139): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-734: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-736: C1 (0.0000000): C2 (0.0000000): C3 (0.0824262): C4 (0.0000000): C5 (0.0000000): C6 (0.9055689): C7 (0.0120049): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-735: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000001): C5 (0.0000000): C6 (0.9999999): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-737: C1 (0.0000004): C2 (0.0000000): C3 (0.0000003): C4 (0.0000000): C5 (0.9983539): C6 (0.0016447): C7 (0.0000009): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-736: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000001): C5 (0.0000000): C6 (0.9999999): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-738: C1 (0.0000000): C2 (0.0000000): C3 (0.0000687): C4 (0.0000000): C5 (0.9943717): C6 (0.0053227): C7 (0.0002370): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-737: C1 (0.0000000): C2 (0.0000000): C3 (0.0014321): C4 (0.0000000): C5 (0.0038432): C6 (0.0871647): C7 (0.8179203): C8 (0.0000000): C9 (0.0000000): C10 (0.0896396): \n", "\n", - "CHF-739: C1 (0.0000001): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0602238): C6 (0.9397754): C7 (0.0000007): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-738: C1 (0.0000000): C2 (0.0000000): C3 (0.0014321): C4 (0.0000000): C5 (0.0038432): C6 (0.0871647): C7 (0.8179203): C8 (0.0000000): C9 (0.0000000): C10 (0.0896396): \n", "\n", - "CHF-740: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-739: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000008): C5 (0.0000000): C6 (0.0000000): C7 (0.9999947): C8 (0.0000045): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-741: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.2088588): C6 (0.7905175): C7 (0.0006237): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-740: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9982176): C8 (0.0017824): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-742: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9933068): C6 (0.0066932): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-741: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-743: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9975548): C6 (0.0024452): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-742: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-744: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0059545): C6 (0.9940454): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-743: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 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C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-859: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0045630): C5 (0.0000000): C6 (0.0000000): C7 (0.0000001): C8 (0.9954369): C9 (0.0000000): C10 (0.0000000): \n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CHF-860: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000011): C7 (0.9999989): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-861: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-861: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999637): C7 (0.0000000): C8 (0.0000363): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-862: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 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C10 (0.0000000): \n", + "CHF-987: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9954039): C7 (0.0000000): C8 (0.0045961): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-990: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000006): C6 (0.9999361): C7 (0.0000633): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-988: C1 (0.9999959): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000041): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-991: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-989: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000495): C5 (0.0000000): C6 (0.0000000): C7 (0.9998671): C8 (0.0000834): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-992: C1 (0.0000172): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0870954): C6 (0.0168410): C7 (0.8960465): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-990: C1 (0.0011479): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.2144171): C7 (0.7841518): C8 (0.0002832): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-993: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9971915): C6 (0.0000001): C7 (0.0028084): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-991: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0409623): C7 (0.9590377): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-994: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0025560): C6 (0.0000168): C7 (0.9974273): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-992: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-995: C1 (0.0000143): C2 (0.0000000): C3 (0.0003736): C4 (0.0000000): C5 (0.9181864): C6 (0.0814257): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-993: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-996: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-994: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999996): C7 (0.0000000): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-997: C1 (0.0000000): C2 (0.0141330): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.9852936): C9 (0.0005734): C10 (0.0000000): \n", + "CHF-995: C1 (0.0001084): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9990058): C7 (0.0005129): C8 (0.0003729): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-998: C1 (0.0000002): C2 (0.0000000): C3 (0.0000665): C4 (0.0000000): C5 (0.9842332): C6 (0.0157000): C7 (0.0000001): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-996: C1 (0.0002125): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0167022): C7 (0.9830850): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-999: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-997: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "CHF-1000: C1 (0.0000051): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9933026): C6 (0.0000065): C7 (0.0066858): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-998: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1001: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-999: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1002: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1000: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.1922082): C7 (0.8077918): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1003: C1 (0.0000000): C2 (0.0000011): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9999989): C10 (0.0000000): \n", + "CHF-1001: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1004: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1002: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1005: C1 (0.0136082): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9863917): C6 (0.0000002): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1003: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1006: C1 (0.0000000): C2 (0.0000004): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9999996): C10 (0.0000000): \n", + "CHF-1004: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1007: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1005: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "COPD-1008: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1006: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "COPD-1009: C1 (0.0000000): C2 (0.9403756): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0596244): C10 (0.0000000): \n", + "CHF-1007: C1 (0.0000003): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999997): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1010: C1 (0.0010282): C2 (0.0000000): C3 (0.9989718): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1008: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1011: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1009: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1012: C1 (0.0000201): C2 (0.0000000): C3 (0.9999795): C4 (0.0000000): C5 (0.0000001): C6 (0.0000000): C7 (0.0000003): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1010: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1013: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1011: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000095): C8 (0.9999905): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1014: C1 (0.1985461): C2 (0.0000000): C3 (0.6366746): C4 (0.0000000): C5 (0.0007142): C6 (0.0102527): C7 (0.1538120): C8 (0.0000000): C9 (0.0000004): C10 (0.0000001): \n", + "CHF-1012: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000001): C7 (0.9928277): C8 (0.0071722): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1015: C1 (0.9991015): C2 (0.0000000): C3 (0.0008985): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1013: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1016: C1 (0.0000057): C2 (0.0000000): C3 (0.9998569): C4 (0.0000000): C5 (0.0001329): C6 (0.0000038): C7 (0.0000007): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1014: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1017: C1 (0.0003188): C2 (0.0000000): C3 (0.9995523): C4 (0.0000000): C5 (0.0000025): C6 (0.0000416): C7 (0.0000848): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1015: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000001): C5 (0.0000000): C6 (0.0000000): C7 (0.9999999): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1018: C1 (0.9245747): C2 (0.0000000): C3 (0.0754071): C4 (0.0000000): C5 (0.0000182): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1016: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1019: C1 (0.9999992): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000008): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1017: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1020: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1018: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0189586): C7 (0.9810414): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1021: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1019: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000019): C7 (0.9999980): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1022: C1 (0.0000000): C2 (0.0000007): C3 (0.0000001): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.9999993): \n", + "CHF-1020: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9998482): C5 (0.0000000): C6 (0.0000000): C7 (0.0000160): C8 (0.0001358): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1023: C1 (0.0004164): C2 (0.0000000): C3 (0.9995836): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1021: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0001563): C8 (0.9998437): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1024: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1022: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1025: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1023: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0630717): C8 (0.9369283): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1026: C1 (0.0000000): C2 (0.0000003): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000004): C9 (0.0000000): C10 (0.9999993): \n", + "CHF-1024: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0054631): C7 (0.9849815): C8 (0.0095554): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1027: C1 (0.0000000): C2 (0.0000001): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.9999998): \n", + "CHF-1025: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1028: C1 (0.0000000): C2 (0.0900903): C3 (0.0000000): C4 (0.7998106): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0102180): C9 (0.0000494): C10 (0.0998318): \n", + "CHF-1026: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1029: C1 (0.0000000): C2 (0.0000000): C3 (0.9941629): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000167): C8 (0.0000000): C9 (0.0009549): C10 (0.0048655): \n", + "CHF-1027: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000193): C7 (0.9999807): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1030: C1 (0.0000000): C2 (0.0018329): C3 (0.0000000): C4 (0.9736098): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0121151): C9 (0.0004284): C10 (0.0120137): \n", + "CHF-1028: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1031: C1 (0.5306202): C2 (0.0000000): C3 (0.4693798): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1029: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9996919): C8 (0.0003081): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1032: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1030: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1033: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1031: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000059): C5 (0.0000000): C6 (0.0000073): C7 (0.0000000): C8 (0.9999869): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1034: C1 (0.9812782): C2 (0.0000000): C3 (0.0187218): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1032: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1035: C1 (0.9991848): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0008152): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1033: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999997): C8 (0.0000003): C9 (0.0000000): C10 (0.0000000): \n", "\n" ] }, @@ -2920,953 +2940,969 @@ "name": "stdout", "output_type": "stream", "text": [ - "COPD-1036: C1 (0.0000000): C2 (0.9978078): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0021922): C10 (0.0000000): \n", + "CHF-1034: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999846): C5 (0.0000000): C6 (0.0000000): C7 (0.0000154): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1037: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "CHF-1035: C1 (0.0000016): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000097): C7 (0.9999883): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1038: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 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(0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1047: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0003348): C7 (0.9996652): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1050: C1 (0.9904370): C2 (0.0000000): C3 (0.0090924): C4 (0.0000000): C5 (0.0004705): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1048: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000080): C7 (0.0000000): C8 (0.9999920): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1051: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1049: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1052: C1 (0.9983894): C2 (0.0000000): C3 (0.0016106): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1050: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1053: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1051: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1054: C1 (0.9999927): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000070): C6 (0.0000000): C7 (0.0000003): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1052: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1055: C1 (0.0271813): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000067): C6 (0.0097805): C7 (0.9630315): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1053: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1056: C1 (0.8164394): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0030088): C6 (0.0000000): C7 (0.1805518): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1054: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1057: C1 (0.0000000): C2 (0.0000000): C3 (0.0031745): C4 (0.0000000): C5 (0.6207698): C6 (0.3663252): C7 (0.0097304): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1055: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000695): C7 (0.9999305): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1058: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000295): C6 (0.0000000): C7 (0.9999705): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1056: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1059: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1057: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0001980): C7 (0.9998019): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1060: C1 (0.9999997): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000002): C6 (0.0000000): C7 (0.0000001): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1058: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1061: C1 (0.9989072): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0010653): C6 (0.0000000): C7 (0.0000275): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1059: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "COPD-1062: C1 (0.0001048): C2 (0.0000000): C3 (0.9998940): C4 (0.0000000): C5 (0.0000004): C6 (0.0000008): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1060: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "COPD-1063: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1061: C1 (0.0000083): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999917): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1064: C1 (0.9777705): C2 (0.0000000): C3 (0.0222257): C4 (0.0000000): C5 (0.0000000): C6 (0.0000038): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1062: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1065: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1063: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 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(0.0000000): C10 (0.0000000): \n", + "CHF-1066: C1 (0.0000009): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999991): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1069: C1 (0.3880816): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0002169): C6 (0.0000000): C7 (0.6117015): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1067: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999992): C8 (0.0000008): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1070: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1068: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1071: C1 (0.9229530): C2 (0.0000000): C3 (0.0770407): C4 (0.0000000): C5 (0.0000033): C6 (0.0000030): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1069: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1072: C1 (0.0000000): C2 (0.0000000): C3 (0.0058647): C4 (0.0000000): C5 (0.9941341): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000012): \n", + "CHF-1070: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0046725): C5 (0.0000000): C6 (0.0000000): C7 (0.9939150): C8 (0.0014124): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1073: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1071: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1074: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1072: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1075: C1 (0.0006701): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.1883553): C6 (0.0000000): C7 (0.8109746): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1073: C1 (0.0000001): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999999): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1076: C1 (0.0152855): C2 (0.0000000): C3 (0.0000068): C4 (0.0000000): C5 (0.8939991): C6 (0.0756729): C7 (0.0150358): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1074: C1 (0.9999900): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000099): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1077: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1075: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9953426): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0046574): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1078: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1076: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1079: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1077: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1080: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1078: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1081: C1 (0.0000507): C2 (0.0000000): C3 (0.9996459): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0003034): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1079: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1082: C1 (0.0000000): C2 (0.0398428): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9601572): C10 (0.0000000): \n", + "CHF-1080: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0028480): C7 (0.9967889): C8 (0.0003631): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1083: C1 (0.0007105): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9992875): C6 (0.0000000): C7 (0.0000020): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1081: C1 (0.0000086): C2 (0.0000000): C3 (0.0000000): C4 (0.0204688): C5 (0.0000000): C6 (0.0014025): C7 (0.9781165): C8 (0.0000036): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1084: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1082: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999902): C7 (0.0000000): C8 (0.0000098): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1085: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1083: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", "\n", - "COPD-1086: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1084: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0307215): C7 (0.9692781): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1087: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1085: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000248): C7 (0.0000307): C8 (0.0000000): C9 (0.9999444): C10 (0.0000000): \n", "\n", - "COPD-1088: C1 (0.9996882): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0003118): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1086: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.1450656): C5 (0.0000000): C6 (0.0021437): C7 (0.0878895): C8 (0.7649013): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1089: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1087: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0012740): C7 (0.9987259): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1090: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1088: C1 (0.0022678): C2 (0.0000000): C3 (0.0000000): C4 (0.0002812): C5 (0.0000000): C6 (0.9974510): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1091: C1 (0.9980499): C2 (0.0000000): C3 (0.0019484): C4 (0.0000000): C5 (0.0000002): C6 (0.0000015): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1089: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1092: C1 (0.0000017): C2 (0.0000000): C3 (0.9999983): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1090: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1093: C1 (0.0000002): C2 (0.0000000): C3 (0.9999998): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1091: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1094: C1 (0.8474269): C2 (0.0000000): C3 (0.1525731): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1092: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1095: C1 (0.0000018): C2 (0.0000000): C3 (0.9474586): C4 (0.0000000): C5 (0.0524793): C6 (0.0000601): C7 (0.0000002): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1093: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1096: C1 (0.9977138): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0022862): \n", + "CHF-1094: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1097: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1095: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1098: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1096: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.7594154): C8 (0.2405846): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1099: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1097: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1100: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1098: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1101: C1 (0.0000000): C2 (0.0000000): C3 (0.9997158): C4 (0.0000000): C5 (0.0000000): C6 (0.0002841): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1099: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1102: C1 (0.0007237): C2 (0.0000000): C3 (0.9989414): C4 (0.0000000): C5 (0.0003349): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1100: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1103: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1101: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1104: C1 (0.9996743): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000368): C6 (0.0000000): C7 (0.0002888): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1102: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1105: C1 (0.0000000): C2 (0.0000000): C3 (0.0000144): C4 (0.0000000): C5 (0.0000126): C6 (0.0000000): C7 (0.9999728): C8 (0.0000000): C9 (0.0000001): C10 (0.0000000): \n", + "CHF-1103: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1106: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1104: C1 (0.0172022): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000225): C7 (0.9827753): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1107: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1105: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000022): C5 (0.0000000): C6 (0.0000000): C7 (0.9999978): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1108: C1 (0.9999627): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000036): C6 (0.0000337): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1106: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1109: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1107: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000356): C5 (0.0000000): C6 (0.0000000): C7 (0.0000006): C8 (0.9999638): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1110: C1 (0.0000000): C2 (0.0000000): C3 (0.9929401): C4 (0.0000000): C5 (0.0000000): C6 (0.0019780): C7 (0.0050820): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1108: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1111: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1109: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9197747): C5 (0.0000000): C6 (0.0000000): C7 (0.0121723): C8 (0.0680531): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1112: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1110: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0020427): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.9979573): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1113: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1111: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000345): C5 (0.0000000): C6 (0.0000000): C7 (0.0092272): C8 (0.9907384): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1114: C1 (0.0000438): C2 (0.0000000): C3 (0.9997688): C4 (0.0000000): C5 (0.0001874): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1112: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0032176): C5 (0.0000050): C6 (0.0020527): C7 (0.9168488): C8 (0.0778759): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1115: C1 (0.0000118): C2 (0.0000000): C3 (0.9970506): C4 (0.0000000): C5 (0.0028693): C6 (0.0000448): C7 (0.0000235): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1113: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1116: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1114: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1117: C1 (0.0000076): C2 (0.0000000): C3 (0.9999924): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + 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C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1128: C1 (0.9791044): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0097340): C6 (0.0111359): C7 (0.0000257): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1127: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999972): C8 (0.0000028): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1129: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0033778): C6 (0.9911308): C7 (0.0054914): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1128: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0019352): C7 (0.9980648): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1130: C1 (0.9999974): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000024): C6 (0.0000001): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 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"CHF-1191: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000002): C7 (0.9999998): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1194: C1 (0.8408747): C2 (0.0018903): C3 (0.1029301): C4 (0.0008601): C5 (0.0124410): C6 (0.0003330): C7 (0.0240533): C8 (0.0019438): C9 (0.0010193): C10 (0.0136544): \n", + "CHF-1192: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000796): C8 (0.9999204): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1195: C1 (0.0000001): C2 (0.0000000): C3 (0.9999999): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1193: C1 (0.9999532): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000330): C7 (0.0000000): C8 (0.0000138): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1196: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 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(0.0000000): \n", "\n", - "COPD-1199: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1197: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000001): C7 (0.9999999): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1200: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1198: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999594): C7 (0.0000406): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1201: C1 (0.0001601): C2 (0.0000000): C3 (0.9998399): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1199: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1202: C1 (0.9999925): C2 (0.0000000): C3 (0.0000001): C4 (0.0000000): C5 (0.0000075): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1200: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9997371): C7 (0.0000000): C8 (0.0002629): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1203: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1201: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9997790): C7 (0.0000000): C8 (0.0002210): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1204: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1202: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0082700): C7 (0.0000929): C8 (0.9916371): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1205: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1203: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1206: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1204: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000226): C5 (0.0000000): C6 (0.0000045): C7 (0.9999729): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1207: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1205: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9964111): C5 (0.0000000): C6 (0.0035889): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1208: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1206: C1 (0.0000557): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000009): C6 (0.0030406): C7 (0.9969028): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1209: C1 (0.3040883): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.6678471): C6 (0.0280646): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1207: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1210: C1 (0.0000000): C2 (0.9999995): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000005): C10 (0.0000000): \n", + "CHF-1208: C1 (0.0002474): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000047): C7 (0.9997479): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1211: C1 (0.0000000): C2 (0.0000000): C3 (0.9992989): C4 (0.0000000): C5 (0.0006964): C6 (0.0000000): C7 (0.0000046): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1209: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999927): C8 (0.0000073): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1212: C1 (0.0018263): C2 (0.0000000): C3 (0.0000229): C4 (0.0000000): C5 (0.0456288): C6 (0.0000372): C7 (0.9524849): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1210: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1213: C1 (0.0000000): C2 (0.0000000): C3 (0.9999863): C4 (0.0000000): C5 (0.0000001): C6 (0.0000136): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1211: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CHF-1212: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0031366): C7 (0.9968634): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1214: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1213: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9994879): C7 (0.0000119): C8 (0.0005003): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1215: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1214: C1 (0.9999961): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000001): C8 (0.0000038): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1216: C1 (0.0000361): C2 (0.0000000): C3 (0.9999639): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1215: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999617): C5 (0.0000000): C6 (0.0000383): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1217: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1216: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999117): C8 (0.0000883): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1218: C1 (0.0000000): C2 (0.0000000): C3 (0.9999998): C4 (0.0000000): C5 (0.0000002): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1217: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0014952): C7 (0.9985048): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1219: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1218: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9998652): C8 (0.0001348): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1220: C1 (0.0000059): C2 (0.0000000): C3 (0.9995867): C4 (0.0000000): C5 (0.0001349): C6 (0.0000000): C7 (0.0002726): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1219: C1 (0.0000377): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.7274629): C7 (0.2724994): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1221: C1 (0.9982473): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0017527): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1220: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0549614): C7 (0.9450381): C8 (0.0000005): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1222: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1221: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0045069): C5 (0.0000000): C6 (0.0000000): C7 (0.9954930): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1223: C1 (0.0000090): C2 (0.0000000): C3 (0.9999910): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1222: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999916): C8 (0.0000084): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1224: C1 (0.9998883): C2 (0.0000000): C3 (0.0001013): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000104): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1223: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1225: C1 (0.0000070): C2 (0.0000000): C3 (0.9999885): C4 (0.0000000): C5 (0.0000000): C6 (0.0000045): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1224: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1226: C1 (0.0001371): C2 (0.0000000): C3 (0.9998629): C4 (0.0000000): C5 (0.0000001): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1225: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1227: C1 (0.0084569): C2 (0.0000000): C3 (0.9898887): C4 (0.0000000): C5 (0.0010153): C6 (0.0001604): C7 (0.0004748): C8 (0.0000000): C9 (0.0000000): C10 (0.0000039): \n", + "CHF-1226: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0052251): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.9947749): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1228: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1227: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999998): C8 (0.0000002): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1229: C1 (0.9919710): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0080288): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000002): C10 (0.0000000): \n", + "CHF-1228: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9257815): C8 (0.0742185): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1230: C1 (0.0000000): C2 (0.0029937): C3 (0.0000000): C4 (0.9006186): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0005694): C10 (0.0958183): \n", + "CHF-1229: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1231: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1230: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9977074): C5 (0.0000000): C6 (0.0000000): C7 (0.0022926): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1232: C1 (0.0037225): C2 (0.0000000): C3 (0.0474583): C4 (0.0000000): C5 (0.0613065): C6 (0.8802288): C7 (0.0072839): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1231: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0019161): C5 (0.0000000): C6 (0.9980839): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1233: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9972601): C6 (0.0027399): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1232: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1234: C1 (0.0000001): C2 (0.0000000): C3 (0.9999376): C4 (0.0000000): C5 (0.0000001): C6 (0.0000000): C7 (0.0000622): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1233: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1235: C1 (0.9999799): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000201): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1234: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1236: C1 (0.9965206): C2 (0.0000000): C3 (0.0000005): C4 (0.0000000): C5 (0.0034788): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1235: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000001): C5 (0.0000000): C6 (0.9999999): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1237: C1 (0.9999867): C2 (0.0000000): C3 (0.0000028): C4 (0.0000000): C5 (0.0000105): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1236: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000001): C5 (0.0000000): C6 (0.9999999): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1238: C1 (0.9928404): C2 (0.0000000): C3 (0.0069923): C4 (0.0000000): C5 (0.0001616): C6 (0.0000057): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1237: C1 (0.0000000): C2 (0.0000000): C3 (0.0014321): C4 (0.0000000): C5 (0.0038432): C6 (0.0871647): C7 (0.8179203): C8 (0.0000000): C9 (0.0000000): C10 (0.0896396): \n", "\n", - "COPD-1239: C1 (0.9999750): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000127): C6 (0.0000124): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1238: C1 (0.0000000): C2 (0.0000000): C3 (0.0014321): C4 (0.0000000): C5 (0.0038432): C6 (0.0871647): C7 (0.8179203): C8 (0.0000000): C9 (0.0000000): C10 (0.0896396): \n", "\n", - "COPD-1240: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1239: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000008): C5 (0.0000000): C6 (0.0000000): C7 (0.9999947): C8 (0.0000045): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1241: C1 (0.0000082): C2 (0.0000000): C3 (0.9999897): C4 (0.0000000): C5 (0.0000000): C6 (0.0000021): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1240: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9982176): C8 (0.0017824): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1242: C1 (0.0000000): C2 (0.0000000): C3 (0.9373820): C4 (0.0000000): C5 (0.0619363): C6 (0.0006598): C7 (0.0000219): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1241: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1243: C1 (0.0000000): C2 (0.0004145): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9991803): C10 (0.0004052): \n", + "CHF-1242: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1244: C1 (0.9634543): C2 (0.0028438): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000026): C7 (0.0000000): C8 (0.0000000): C9 (0.0197446): C10 (0.0139547): \n", + "CHF-1243: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1245: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000794): C6 (0.0000000): C7 (0.9999206): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1244: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1246: C1 (0.0000350): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999650): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1245: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1247: C1 (0.0156757): C2 (0.0000000): C3 (0.9843243): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1246: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9866471): C7 (0.0000000): C8 (0.0133529): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1248: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1247: C1 (0.0000029): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0001794): C7 (0.0000000): C8 (0.9998178): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1249: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1248: C1 (0.0012665): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000008): C7 (0.9986315): C8 (0.0001012): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1250: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1249: C1 (0.0052864): C2 (0.0000000): C3 (0.0000000): C4 (0.0000594): C5 (0.0000000): C6 (0.0000346): C7 (0.9946197): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1251: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1250: C1 (0.0799698): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9198588): C8 (0.0001715): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1252: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1251: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1253: C1 (0.9971019): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0015769): C6 (0.0000000): C7 (0.0013212): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1252: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000550): C7 (0.0000000): C8 (0.9999450): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1254: C1 (0.0000008): C2 (0.0000000): C3 (0.7796195): C4 (0.0000000): C5 (0.2203797): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1253: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1255: C1 (0.9919731): C2 (0.0000000): C3 (0.0080269): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1254: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1256: C1 (0.0000000): C2 (0.0000000): C3 (0.9997691): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0002309): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1255: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1257: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1256: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1258: C1 (0.0012358): C2 (0.0000000): C3 (0.9987612): C4 (0.0000000): C5 (0.0000030): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1257: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1259: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1258: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000039): C7 (0.0000000): C8 (0.9999961): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1260: C1 (0.7341934): C2 (0.0000000): C3 (0.2515937): C4 (0.0000000): C5 (0.0009664): C6 (0.0014115): C7 (0.0118349): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1259: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9988625): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0011375): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1261: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1260: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999999): C7 (0.0000001): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1262: C1 (0.9965911): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0003192): C7 (0.0030897): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1261: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000484): C5 (0.0000000): C6 (0.7849397): C7 (0.0000580): C8 (0.2149538): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1263: C1 (0.9967904): C2 (0.0002292): C3 (0.0000000): C4 (0.0000000): C5 (0.0024924): C6 (0.0000002): C7 (0.0000000): C8 (0.0000000): C9 (0.0000040): C10 (0.0004838): \n", + "CHF-1262: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0060404): C7 (0.0000000): C8 (0.9939596): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1264: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1263: C1 (0.4627737): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.5372263): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1265: C1 (0.0026997): C2 (0.0000000): C3 (0.9946559): C4 (0.0000000): C5 (0.0026444): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1264: C1 (0.0004628): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0452970): C8 (0.9542402): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1266: C1 (0.9789195): C2 (0.0001210): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0209595): \n", + "CHF-1265: C1 (0.0946779): C2 (0.0000000): C3 (0.0000000): C4 (0.0039329): C5 (0.0000000): C6 (0.0622556): C7 (0.8391222): C8 (0.0000114): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1267: C1 (0.9997380): C2 (0.0000005): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0002616): \n", + "CHF-1266: C1 (0.9906911): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0003610): C7 (0.0000166): C8 (0.0089312): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1268: C1 (0.0022454): C2 (0.0000000): C3 (0.9065726): C4 (0.0000000): C5 (0.0729426): C6 (0.0000000): C7 (0.0182395): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1267: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000025): C5 (0.0000000): C6 (0.9998666): C7 (0.0000000): C8 (0.0001309): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1269: C1 (0.0203734): C2 (0.0000000): C3 (0.0000020): C4 (0.0000000): C5 (0.0000825): C6 (0.0268788): C7 (0.9526633): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1268: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", "\n", - "COPD-1270: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1269: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999717): C8 (0.0000283): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1271: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1270: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999633): C8 (0.0000367): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1272: C1 (0.0000266): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9999733): C6 (0.0000001): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1271: C1 (0.9977922): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0022059): C8 (0.0000019): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1273: C1 (0.0091513): C2 (0.0000000): C3 (0.9846147): C4 (0.0000000): C5 (0.0003197): C6 (0.0058079): C7 (0.0001065): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1272: C1 (0.0000062): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0009229): C8 (0.9990708): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1274: C1 (0.9953246): C2 (0.0000000): C3 (0.0028548): C4 (0.0000000): C5 (0.0016928): C6 (0.0000000): C7 (0.0001278): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1273: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000035): C7 (0.9999965): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1275: C1 (0.9662231): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0031888): C6 (0.0008590): C7 (0.0297291): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1274: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1276: C1 (0.0000000): C2 (0.0000000): C3 (0.9999212): C4 (0.0000000): C5 (0.0000228): C6 (0.0000560): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1275: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9989352): C8 (0.0010648): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1277: C1 (0.0000000): C2 (0.0000000): C3 (0.1625004): C4 (0.0000000): C5 (0.0000052): C6 (0.0000000): C7 (0.8374944): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1276: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9916013): C8 (0.0083987): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1278: C1 (0.0000017): C2 (0.0000000): C3 (0.9999681): C4 (0.0000000): C5 (0.0000302): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1277: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999961): C7 (0.0000000): C8 (0.0000039): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1279: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1278: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1280: C1 (1.0000000): C2 (0.0000000): C3 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(0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1314: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1316: C1 (0.0636655): C2 (0.0000000): C3 (0.9359264): C4 (0.0000000): C5 (0.0004074): C6 (0.0000007): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1315: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000560): C8 (0.9999440): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1317: C1 (0.0000000): C2 (0.0000000): C3 (0.9920166): C4 (0.0000000): C5 (0.0079834): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1316: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999818): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000182): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1318: C1 (0.9991019): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0007605): C7 (0.0001376): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1317: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1319: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (1.0000000): \n", + "CHF-1318: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1320: C1 (0.0031062): C2 (0.0000000): C3 (0.9950762): C4 (0.0000000): C5 (0.0005312): C6 (0.0006258): C7 (0.0006606): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1319: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1321: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1320: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1322: C1 (0.0000000): C2 (0.0000000): C3 (0.9995331): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0004669): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1321: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1323: C1 (0.9997760): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0002239): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1322: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1324: C1 (0.0002010): C2 (0.0000000): C3 (0.9947668): C4 (0.0000000): C5 (0.0000027): C6 (0.0050295): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1323: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9981224): C8 (0.0018776): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1325: C1 (0.0000003): C2 (0.0000000): C3 (0.0001509): C4 (0.0000000): C5 (0.0000000): C6 (0.0998435): C7 (0.9000053): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1324: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1326: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (1.0000000): C10 (0.0000000): \n", + "CHF-1325: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1327: C1 (0.9999602): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000398): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1326: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9972410): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0027590): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1328: C1 (0.9999861): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000127): C6 (0.0000006): C7 (0.0000006): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1327: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9997139): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0002861): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1329: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1328: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999752): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000248): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1330: C1 (0.9999995): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000005): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1329: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1331: C1 (0.9999994): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000006): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1330: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1332: C1 (0.9999983): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000014): C6 (0.0000000): C7 (0.0000004): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1331: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1333: C1 (0.0102116): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9896760): C6 (0.0000000): C7 (0.0001124): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1332: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1334: C1 (0.9994960): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000283): C6 (0.0004711): C7 (0.0000045): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1333: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1335: C1 (0.3608424): C2 (0.0037779): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.4529578): C8 (0.0000000): C9 (0.1081169): C10 (0.0743050): \n", + "CHF-1334: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1336: C1 (0.9994423): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0005577): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1335: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1337: C1 (0.9997856): C2 (0.0000000): C3 (0.0001456): C4 (0.0000000): C5 (0.0000000): C6 (0.0000232): C7 (0.0000456): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1336: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9909784): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0090216): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1338: C1 (0.9999989): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000011): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1337: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1339: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000044): C9 (0.0000001): C10 (0.9999955): \n", + "CHF-1338: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1340: C1 (0.9951419): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0044811): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000005): C10 (0.0003765): \n", + "CHF-1339: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1341: C1 (0.9772729): C2 (0.0000000): C3 (0.0227271): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1340: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999415): C8 (0.0000585): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1342: C1 (0.9990552): C2 (0.0000000): C3 (0.0000003): C4 (0.0000000): C5 (0.0009446): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1341: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999996): C7 (0.0000000): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1343: C1 (0.0002414): C2 (0.0000000): C3 (0.0042084): C4 (0.0000000): C5 (0.9955163): C6 (0.0000335): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000004): \n", + "CHF-1342: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.7342389): C7 (0.2656628): C8 (0.0000982): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1344: C1 (0.0006799): C2 (0.0000000): C3 (0.0015429): C4 (0.0000000): C5 (0.0000482): C6 (0.0000000): C7 (0.9975385): C8 (0.0000000): C9 (0.0000002): C10 (0.0001902): \n", + "CHF-1343: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1345: C1 (0.9989419): C2 (0.0000000): C3 (0.0010453): C4 (0.0000000): C5 (0.0000128): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1344: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0083656): C7 (0.9916339): C8 (0.0000005): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1346: C1 (0.9306269): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0693731): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1345: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000037): C7 (0.9882402): C8 (0.0117561): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1347: C1 (0.9343626): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0656292): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000022): C10 (0.0000060): \n", + "CHF-1346: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0003304): C8 (0.9996696): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1348: C1 (0.8468387): C2 (0.0000000): C3 (0.0000007): C4 (0.0000000): C5 (0.1379307): C6 (0.0148638): C7 (0.0003660): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1347: C1 (0.0000030): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000168): C8 (0.9999801): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1349: C1 (0.0007601): C2 (0.0000000): C3 (0.9947664): C4 (0.0000000): C5 (0.0039131): C6 (0.0005604): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1348: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1350: C1 (0.0556903): C2 (0.0000000): C3 (0.0453122): C4 (0.0000000): C5 (0.8869133): C6 (0.0039558): C7 (0.0081284): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1349: C1 (0.0000905): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0001525): C7 (0.0000000): C8 (0.9997570): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1351: C1 (0.0000000): C2 (0.0000002): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.9999998): C10 (0.0000000): \n", + "CHF-1350: C1 (0.0001809): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.9995279): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0002912): \n", "\n", - "COPD-1352: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1351: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000007): C6 (0.0000000): C7 (0.9998701): C8 (0.0001292): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1353: C1 (0.0001450): C2 (0.0000000): C3 (0.9896108): C4 (0.0000000): C5 (0.0102442): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1352: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9999258): C8 (0.0000742): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1354: C1 (0.6708083): C2 (0.0000000): C3 (0.3274387): C4 (0.0000000): C5 (0.0000534): C6 (0.0016995): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1353: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0004685): C8 (0.9995315): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1355: C1 (0.0000115): C2 (0.0000000): C3 (0.9976766): C4 (0.0000000): C5 (0.0000000): C6 (0.0022813): C7 (0.0000306): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1354: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1356: C1 (0.0026249): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000513): C7 (0.9971047): C8 (0.0001636): C9 (0.0000003): C10 (0.0000552): \n", + "CHF-1355: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1357: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1356: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999999): C7 (0.0000000): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1358: C1 (0.9999997): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000003): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1357: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1359: C1 (0.9999453): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000392): C7 (0.0000155): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1358: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000057): C8 (0.9999943): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1360: C1 (0.9992713): C2 (0.0000000): C3 (0.0000004): C4 (0.0000000): C5 (0.0007278): C6 (0.0000000): C7 (0.0000005): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1359: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0045630): C5 (0.0000000): C6 (0.0000000): C7 (0.0000001): C8 (0.9954369): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1361: C1 (0.0000000): C2 (0.0001058): C3 (0.0000000): C4 (0.9513007): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0005029): C9 (0.0002687): C10 (0.0478218): \n", + "CHF-1360: C1 (0.0000000): C2 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(0.0001682): C7 (0.0000056): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1407: C1 (0.0000000): C2 (0.9999578): C3 (0.0000000): C4 (0.0000000): C5 (0.0000422): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1408: C1 (0.9998484): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0001516): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1408: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0102938): C5 (0.0000000): C6 (0.9880674): C7 (0.0016387): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1409: C1 (0.9999374): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000121): C6 (0.0000442): C7 (0.0000064): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1409: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9326606): C5 (0.0000000): C6 (0.0000000): C7 (0.0607435): C8 (0.0065959): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1410: C1 (0.1364385): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0053945): C6 (0.0000000): C7 (0.8581670): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "COPD-1411: C1 (0.0000111): C2 (0.0000000): C3 (0.9999889): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1410: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0001110): C7 (0.9998890): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1412: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1411: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9997620): C7 (0.0002379): C8 (0.0000001): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1413: C1 (0.9004259): C2 (0.0000000): C3 (0.0995741): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1412: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1414: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1413: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9999976): C5 (0.0000000): C6 (0.0000000): C7 (0.0000001): C8 (0.0000023): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1415: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1414: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 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"CHF-1417: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000015): C7 (0.9999985): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1419: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1418: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1420: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1419: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999918): C7 (0.0000000): C8 (0.0000082): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1421: C1 (0.0000058): C2 (0.0000000): C3 (0.0118358): C4 (0.0000000): C5 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(0.0000000): \n", "\n", - "COPD-1424: C1 (0.9992172): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0007542): C6 (0.0000287): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1423: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1425: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1424: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1426: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1425: C1 (0.0009329): C2 (0.0000000): C3 (0.0012467): C4 (0.0447033): C5 (0.0007260): C6 (0.0000000): C7 (0.8262294): C8 (0.1260924): C9 (0.0000000): C10 (0.0000693): \n", "\n", - "COPD-1427: C1 (0.0081277): C2 (0.0000000): C3 (0.9917290): C4 (0.0000000): C5 (0.0001433): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1426: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1428: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1427: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1429: C1 (0.0000000): C2 (0.0000000): C3 (0.7521940): C4 (0.0000000): C5 (0.0001058): C6 (0.2471927): C7 (0.0005075): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1428: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1430: C1 (0.0078100): C2 (0.0000000): C3 (0.9921895): C4 (0.0000000): C5 (0.0000005): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1429: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1431: C1 (0.0675598): C2 (0.0000000): C3 (0.9324402): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1430: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1432: C1 (0.0000000): C2 (0.0000000): C3 (0.9997566): C4 (0.0000000): C5 (0.0000533): C6 (0.0001893): C7 (0.0000008): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1431: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000457): C5 (0.0000000): C6 (0.0000000): C7 (0.9999543): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1433: C1 (0.0003938): C2 (0.0000000): C3 (0.9996062): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1432: C1 (0.0000006): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0171191): C7 (0.0000000): C8 (0.9828803): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1434: C1 (0.0159498): C2 (0.0000000): C3 (0.9839117): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000259): C10 (0.0001126): \n", + "CHF-1433: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9585372): C7 (0.0000117): C8 (0.0414511): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1435: C1 (0.0000000): C2 (0.0000000): C3 (0.9999998): C4 (0.0000000): C5 (0.0000002): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1434: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.9997040): C8 (0.0002960): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1436: C1 (0.0000000): C2 (0.0000000): C3 (0.9998673): C4 (0.0000000): C5 (0.0000000): C6 (0.0000987): C7 (0.0000340): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1435: C1 (0.0021020): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0335779): C8 (0.9643202): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1437: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1436: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1438: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1437: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1439: C1 (0.9996996): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0002761): C6 (0.0000011): C7 (0.0000232): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1438: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1440: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1439: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9995410): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0004590): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1441: C1 (0.0001926): C2 (0.0000000): C3 (0.9997971): C4 (0.0000000): C5 (0.0000000): C6 (0.0000005): C7 (0.0000098): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1440: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9995410): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0004590): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1442: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1441: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1443: C1 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(0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1446: C1 (0.9777389): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000001): C6 (0.0222610): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1445: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1447: C1 (0.9927329): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0072079): C6 (0.0000593): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1446: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (1.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1448: C1 (0.0000000): C2 (0.5017847): C3 (0.0000000): C4 (0.3801375): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0187322): C9 (0.0184104): C10 (0.0809352): \n", + 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(0.0000000): \n", "\n", - "COPD-1454: C1 (0.9999985): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000002): C7 (0.0000014): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1453: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9980168): C5 (0.0000000): C6 (0.0019338): C7 (0.0000000): C8 (0.0000494): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1455: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999964): C7 (0.0000036): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1454: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1456: C1 (0.9999904): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000096): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1455: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 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(0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1469: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1471: C1 (0.0991073): C2 (0.0000000): C3 (0.9008927): C4 (0.0000000): C5 (0.0000000): C6 (0.0000001): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1470: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (1.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1472: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1471: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1473: C1 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(0.0000007): C7 (0.0001810): C8 (0.9998183): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1476: C1 (0.9353686): C2 (0.0000000): C3 (0.0529168): C4 (0.0000000): C5 (0.0000000): C6 (0.0000024): C7 (0.0101837): C8 (0.0000000): C9 (0.0012640): C10 (0.0002645): \n", + "CHF-1475: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1477: C1 (0.7578075): C2 (0.0000000): C3 (0.2415702): C4 (0.0000000): C5 (0.0006223): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1476: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (1.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1478: C1 (0.9999998): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000002): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1477: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000050): C7 (0.0000000): C8 (0.9999950): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1479: C1 (0.9992989): C2 (0.0000021): C3 (0.0000000): C4 (0.0000000): C5 (0.0002169): C6 (0.0000000): C7 (0.0004136): C8 (0.0000000): C9 (0.0000000): C10 (0.0000685): \n", + "CHF-1478: C1 (0.0000000): C2 (0.9999888): C3 (0.0000000): C4 (0.0000000): C5 (0.0000002): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000109): \n", "\n", - "COPD-1480: C1 (0.0000000): C2 (0.0151167): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.8288456): C9 (0.1560377): C10 (0.0000000): \n", + "CHF-1479: C1 (0.0165734): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0496812): C7 (0.9058288): C8 (0.0279167): C9 (0.0000000): C10 (0.0000000): \n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CHF-1480: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.4664801): C7 (0.0000000): C8 (0.5335199): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1481: C1 (0.0000000): C2 (0.0105347): C3 (0.0000000): C4 (0.1693169): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.2790760): C10 (0.5410725): \n", + "CHF-1481: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1482: C1 (0.0000000): C2 (0.0000000): C3 (0.9995695): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0004305): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1482: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1483: C1 (0.4119188): C2 (0.1553094): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.3491690): C8 (0.0000883): C9 (0.0042081): C10 (0.0793063): \n", + "CHF-1483: C1 (0.0000000): C2 (0.0000000): C3 (0.3043209): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.1691742): C8 (0.0000000): C9 (0.0000000): C10 (0.5265049): \n", "\n", - "COPD-1484: C1 (0.0001307): C2 (0.0000000): C3 (0.9998693): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1484: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.9939237): C5 (0.0000000): C6 (0.0060763): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1485: C1 (0.9308805): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0691195): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1485: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000023): C7 (0.9994859): C8 (0.0005118): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1486: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1486: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000122): C5 (0.0000000): C6 (0.0019421): C7 (0.9978792): C8 (0.0001666): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1487: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1487: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9954039): C7 (0.0000000): C8 (0.0045961): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1488: C1 (0.4913800): C2 (0.0000000): C3 (0.3077653): C4 (0.0000000): C5 (0.0497530): C6 (0.1466293): C7 (0.0044723): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1488: C1 (0.9999959): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000041): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1489: C1 (1.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1489: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000495): C5 (0.0000000): C6 (0.0000000): C7 (0.9998671): C8 (0.0000834): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1490: C1 (0.0199359): C2 (0.0000000): C3 (0.9797740): C4 (0.0000000): C5 (0.0002901): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1490: C1 (0.0011479): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.2144171): C7 (0.7841518): C8 (0.0002832): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1491: C1 (0.0440528): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.7590096): C6 (0.1966852): C7 (0.0002524): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1491: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0409623): C7 (0.9590377): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1492: C1 (0.0082897): C2 (0.0000000): C3 (0.9917103): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1492: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1493: C1 (0.0001303): C2 (0.0000000): C3 (0.9998697): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1493: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1494: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1494: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9999996): C7 (0.0000000): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1495: C1 (0.0000000): C2 (0.0000000): C3 (1.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1495: C1 (0.0001084): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.9990058): C7 (0.0005129): C8 (0.0003729): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1496: C1 (0.9999853): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000147): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1496: C1 (0.0002125): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0167022): C7 (0.9830850): C8 (0.0000004): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1497: C1 (0.0000000): C2 (1.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1497: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1498: C1 (0.0540880): C2 (0.0000000): C3 (0.8026888): C4 (0.0000000): C5 (0.1432231): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1498: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1499: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (1.0000000): C5 (0.0000000): C6 (0.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1499: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (1.0000000): C7 (0.0000000): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", - "COPD-1500: C1 (0.0000002): C2 (0.0000000): C3 (0.9983911): C4 (0.0000000): C5 (0.0000018): C6 (0.0000060): C7 (0.0016009): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", + "CHF-1500: C1 (0.0000000): C2 (0.0000000): C3 (0.0000000): C4 (0.0000000): C5 (0.0000000): C6 (0.1922082): C7 (0.8077918): C8 (0.0000000): C9 (0.0000000): C10 (0.0000000): \n", "\n", "\n" ] @@ -3901,241 +3937,173 @@ "name": "stdout", "output_type": "stream", "text": [ - "abdomen pelvis: C1 (0.00000): C2 (0.00143): C3 (0.00000): C4 (0.00904): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00392): C9 (0.00502): C10 (0.00000): \n", - "\n", - "administration cc: C1 (0.00000): C2 (0.00331): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00370): C10 (0.00000): \n", - "\n", - "administration iv: C1 (0.00000): C2 (0.00320): C3 (0.00000): C4 (0.00069): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00056): C9 (0.00161): C10 (0.00145): \n", - "\n", - "adrenal glands: C1 (0.00000): C2 (0.00187): C3 (0.00029): C4 (0.00768): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00532): C9 (0.00592): C10 (0.00342): \n", + "abdomen contrast: C1 (0.00000): C2 (0.00000): C3 (0.01591): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01346): \n", "\n", - "air bronchograms: C1 (0.00000): C2 (0.00100): C3 (0.00029): C4 (0.00102): C5 (0.00044): C6 (0.00074): C7 (0.00184): C8 (0.00168): C9 (0.00207): C10 (0.00328): \n", + "abdomen pelvis: C1 (0.00000): C2 (0.00181): C3 (0.00698): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01418): \n", "\n", - "airways patent: C1 (0.00000): C2 (0.00341): C3 (0.00000): C4 (0.00068): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00252): C9 (0.00208): C10 (0.00407): \n", + "acute sob: C1 (0.00539): C2 (0.00090): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00069): C7 (0.00073): C8 (0.00841): C9 (0.00000): C10 (0.00000): \n", "\n", - "also noted: C1 (0.00000): C2 (0.00155): C3 (0.00115): C4 (0.00167): C5 (0.00000): C6 (0.00038): C7 (0.00136): C8 (0.00279): C9 (0.00089): C10 (0.00145): \n", + "adrenal glands: C1 (0.00000): C2 (0.00181): C3 (0.00810): C4 (0.00000): C5 (0.00482): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00382): C10 (0.00697): \n", "\n", - "amt final: C1 (0.00022): C2 (0.01025): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00504): C9 (0.01406): C10 (0.00013): \n", + "air space: C1 (0.00040): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00091): C7 (0.00124): C8 (0.00757): C9 (0.00155): C10 (0.00312): \n", "\n", - "amt underlying: C1 (0.00000): C2 (0.01245): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00420): C9 (0.01376): C10 (0.00013): \n", + "also noted: C1 (0.00400): C2 (0.00000): C3 (0.00530): C4 (0.00000): C5 (0.00240): C6 (0.00000): C7 (0.00131): C8 (0.00128): C9 (0.00000): C10 (0.00096): \n", "\n", - "approximately cm: C1 (0.00874): C2 (0.00044): C3 (0.00153): C4 (0.00136): C5 (0.00219): C6 (0.00199): C7 (0.00227): C8 (0.00168): C9 (0.00132): C10 (0.00053): \n", + "amt final: C1 (0.00231): C2 (0.01221): C3 (0.01033): C4 (0.00000): C5 (0.00721): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00620): C10 (0.00865): \n", "\n", - "areas consolidation: C1 (0.00062): C2 (0.00099): C3 (0.00065): C4 (0.00067): C5 (0.00150): C6 (0.00080): C7 (0.00091): C8 (0.00140): C9 (0.00207): C10 (0.00302): \n", + "amt underlying: C1 (0.00308): C2 (0.01764): C3 (0.01117): C4 (0.00000): C5 (0.00871): C6 (0.00000): C7 (0.00025): C8 (0.00000): C9 (0.00620): C10 (0.00961): \n", "\n", - "artery calcifications: C1 (0.00000): C2 (0.00298): C3 (0.00000): C4 (0.00200): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00196): C9 (0.00163): C10 (0.00447): \n", + "aortic stenosis: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.02762): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00411): C9 (0.00310): C10 (0.00240): \n", "\n", - "atelectasis left: C1 (0.00089): C2 (0.00066): C3 (0.00086): C4 (0.00067): C5 (0.00214): C6 (0.00229): C7 (0.00234): C8 (0.00224): C9 (0.00074): C10 (0.00131): \n", + "approximately cm: C1 (0.00077): C2 (0.00452): C3 (0.00000): C4 (0.00557): C5 (0.00030): C6 (0.00463): C7 (0.00013): C8 (0.00474): C9 (0.00000): C10 (0.00192): \n", "\n", - "atelectasis right: C1 (0.00087): C2 (0.00055): C3 (0.00115): C4 (0.00000): C5 (0.00022): C6 (0.00180): C7 (0.00399): C8 (0.00112): C9 (0.00178): C10 (0.00079): \n", + "atelectasis left: C1 (0.00349): C2 (0.00181): C3 (0.00084): C4 (0.00239): C5 (0.00060): C6 (0.00174): C7 (0.00165): C8 (0.00206): C9 (0.00310): C10 (0.00048): \n", "\n", - "axial images: C1 (0.00000): C2 (0.00728): C3 (0.00000): C4 (0.00672): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00392): C9 (0.00537): C10 (0.00665): \n", + "axial images: C1 (0.00077): C2 (0.01131): C3 (0.01256): C4 (0.00000): C5 (0.00873): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00769): C10 (0.00841): \n", "\n", - "axillary lymphadenopathy: C1 (0.00000): C2 (0.00209): C3 (0.00000): C4 (0.00033): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00163): C10 (0.00210): \n", + "bilateral pleural: C1 (0.00314): C2 (0.00995): C3 (0.01581): C4 (0.01230): C5 (0.01593): C6 (0.01881): C7 (0.02292): C8 (0.01761): C9 (0.00155): C10 (0.01941): \n", "\n", - "bibasilar atelectasis: C1 (0.00091): C2 (0.00099): C3 (0.00230): C4 (0.00334): C5 (0.00695): C6 (0.00507): C7 (0.00000): C8 (0.00112): C9 (0.00044): C10 (0.00092): \n", + "bilateral pulmonary: C1 (0.00000): C2 (0.00000): C3 (0.00195): C4 (0.00027): C5 (0.00090): C6 (0.00147): C7 (0.00185): C8 (0.00441): C9 (0.00000): C10 (0.00000): \n", "\n", - "bilateral lower: C1 (0.00208): C2 (0.00148): C3 (0.00000): C4 (0.00340): C5 (0.00212): C6 (0.00095): C7 (0.00136): C8 (0.00058): C9 (0.00118): C10 (0.00190): \n", + "bone windows: C1 (0.00039): C2 (0.00543): C3 (0.00865): C4 (0.00000): C5 (0.00480): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00985): \n", "\n", - "bilateral pleural: C1 (0.00799): C2 (0.00761): C3 (0.00212): C4 (0.01638): C5 (0.05250): C6 (0.01544): C7 (0.00294): C8 (0.00139): C9 (0.01006): C10 (0.01182): \n", + "cad chf: C1 (0.00384): C2 (0.00995): C3 (0.00447): C4 (0.00106): C5 (0.00000): C6 (0.00108): C7 (0.00513): C8 (0.00032): C9 (0.00000): C10 (0.00433): \n", "\n", - "bone windows: C1 (0.00000): C2 (0.00452): C3 (0.00000): C4 (0.00735): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00308): C9 (0.00429): C10 (0.00315): \n", + "cardiac mediastinal: C1 (0.00427): C2 (0.00000): C3 (0.00000): C4 (0.00188): C5 (0.00000): C6 (0.00269): C7 (0.00569): C8 (0.00541): C9 (0.00000): C10 (0.00000): \n", "\n", - "c recons: C1 (0.00000): C2 (0.02524): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00059): C10 (0.00000): \n", + "cardiac silhouette: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00266): C5 (0.00000): C6 (0.00261): C7 (0.00524): C8 (0.00151): C9 (0.00000): C10 (0.00000): \n", "\n", - "cardiac mediastinal: C1 (0.00790): C2 (0.00000): C3 (0.00639): C4 (0.00000): C5 (0.00243): C6 (0.00444): C7 (0.00202): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "catheter terminates: C1 (0.00000): C2 (0.00181): C3 (0.00084): C4 (0.00425): C5 (0.00000): C6 (0.00163): C7 (0.00112): C8 (0.00267): C9 (0.00310): C10 (0.00000): \n", "\n", - "cardiac silhouette: C1 (0.00146): C2 (0.00000): C3 (0.00517): C4 (0.00067): C5 (0.00422): C6 (0.00538): C7 (0.00254): C8 (0.00000): C9 (0.00000): C10 (0.00013): \n", + "catheter tip: C1 (0.00000): C2 (0.00045): C3 (0.00000): C4 (0.00478): C5 (0.00000): C6 (0.00439): C7 (0.00162): C8 (0.00181): C9 (0.00000): C10 (0.00000): \n", "\n", - "cardiomediastinal silhouette: C1 (0.00422): C2 (0.00000): C3 (0.00667): C4 (0.00000): C5 (0.00223): C6 (0.00145): C7 (0.00229): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "cc optiray: C1 (0.00308): C2 (0.00995): C3 (0.01033): C4 (0.00000): C5 (0.00270): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00852): C10 (0.00360): \n", "\n", - "cc optiray: C1 (0.00000): C2 (0.00385): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00578): C10 (0.00000): \n", + "central line: C1 (0.00421): C2 (0.00090): C3 (0.00000): C4 (0.00271): C5 (0.00030): C6 (0.00899): C7 (0.00072): C8 (0.00138): C9 (0.00000): C10 (0.00096): \n", "\n", - "central venous: C1 (0.01122): C2 (0.00066): C3 (0.00058): C4 (0.00102): C5 (0.00413): C6 (0.00329): C7 (0.00173): C8 (0.00056): C9 (0.00192): C10 (0.00131): \n", + "central venous: C1 (0.00000): C2 (0.00271): C3 (0.00084): C4 (0.00961): C5 (0.00000): C6 (0.00572): C7 (0.00205): C8 (0.00622): C9 (0.00000): C10 (0.00096): \n", "\n", - "centrilobular emphysema: C1 (0.00000): C2 (0.00298): C3 (0.00000): C4 (0.00100): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00139): C9 (0.00074): C10 (0.00447): \n", + "change final: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00478): C5 (0.00060): C6 (0.00036): C7 (0.00323): C8 (0.00413): C9 (0.00000): C10 (0.00000): \n", "\n", - "change final: C1 (0.00167): C2 (0.00022): C3 (0.00553): C4 (0.00000): C5 (0.00261): C6 (0.00058): C7 (0.00348): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "chest clip: C1 (0.03445): C2 (0.00000): C3 (0.00000): C4 (0.02222): C5 (0.00149): C6 (0.02849): C7 (0.04959): C8 (0.04216): C9 (0.01018): C10 (0.00000): \n", "\n", - "chest clip: C1 (0.03884): C2 (0.00000): C3 (0.05000): C4 (0.00000): C5 (0.04445): C6 (0.04064): C7 (0.03589): C8 (0.00896): C9 (0.00459): C10 (0.00105): \n", + "chest compared: C1 (0.00346): C2 (0.00000): C3 (0.00000): C4 (0.01085): C5 (0.00000): C6 (0.00169): C7 (0.00419): C8 (0.00288): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest compared: C1 (0.00289): C2 (0.00000): C3 (0.00492): C4 (0.00000): C5 (0.00261): C6 (0.00148): C7 (0.00279): C8 (0.00028): C9 (0.00000): C10 (0.00000): \n", + "chest comparison: C1 (0.00000): C2 (0.00090): C3 (0.00000): C4 (0.00453): C5 (0.00060): C6 (0.00483): C7 (0.00743): C8 (0.00529): C9 (0.00310): C10 (0.00000): \n", "\n", - "chest comparison: C1 (0.00541): C2 (0.00000): C3 (0.00441): C4 (0.00000): C5 (0.00439): C6 (0.00754): C7 (0.00295): C8 (0.00000): C9 (0.00015): C10 (0.00053): \n", + "chest contrast: C1 (0.00270): C2 (0.00498): C3 (0.00335): C4 (0.00000): C5 (0.02014): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00150): C10 (0.00385): \n", "\n", - "chest contrast: C1 (0.00000): C2 (0.00077): C3 (0.00057): C4 (0.01872): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.01511): C9 (0.00325): C10 (0.03258): \n", + "chest ct: C1 (0.00153): C2 (0.01900): C3 (0.01508): C4 (0.00000): C5 (0.00725): C6 (0.00000): C7 (0.00075): C8 (0.00032): C9 (0.02313): C10 (0.01346): \n", "\n", - "chest ct: C1 (0.00067): C2 (0.00396): C3 (0.00240): C4 (0.00435): C5 (0.00109): C6 (0.00088): C7 (0.00206): C8 (0.00869): C9 (0.02279): C10 (0.00894): \n", + "chest different: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00740): C5 (0.00000): C6 (0.00185): C7 (0.00000): C8 (0.00265): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest history: C1 (0.00182): C2 (0.00011): C3 (0.00375): C4 (0.00000): C5 (0.00130): C6 (0.00205): C7 (0.00251): C8 (0.00000): C9 (0.00015): C10 (0.00053): \n", + "chest history: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01100): C5 (0.00030): C6 (0.00073): C7 (0.00268): C8 (0.00301): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest indication: C1 (0.00272): C2 (0.00022): C3 (0.00161): C4 (0.00000): C5 (0.00128): C6 (0.00135): C7 (0.00300): C8 (0.00000): C9 (0.00030): C10 (0.00026): \n", + "chest indication: C1 (0.00362): C2 (0.00000): C3 (0.00000): C4 (0.00266): C5 (0.00060): C6 (0.00714): C7 (0.00369): C8 (0.00238): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest obtained: C1 (0.00067): C2 (0.00188): C3 (0.00344): C4 (0.00100): C5 (0.00031): C6 (0.00336): C7 (0.00045): C8 (0.00084): C9 (0.00162): C10 (0.00289): \n", + "chest obtained: C1 (0.00000): C2 (0.00271): C3 (0.00000): C4 (0.00106): C5 (0.00360): C6 (0.00741): C7 (0.00000): C8 (0.00149): C9 (0.00465): C10 (0.00096): \n", "\n", - "chest pain: C1 (0.00000): C2 (0.00243): C3 (0.00365): C4 (0.00000): C5 (0.00446): C6 (0.00304): C7 (0.00073): C8 (0.00000): C9 (0.00148): C10 (0.00118): \n", + "chest pain: C1 (0.00307): C2 (0.00633): C3 (0.00000): C4 (0.00215): C5 (0.00060): C6 (0.00357): C7 (0.00512): C8 (0.00079): C9 (0.00000): C10 (0.00144): \n", "\n", - "chest performed: C1 (0.00022): C2 (0.00254): C3 (0.00000): C4 (0.00033): C5 (0.00000): C6 (0.00000): C7 (0.00113): C8 (0.00224): C9 (0.00089): C10 (0.00539): \n", + "chest physician: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00371): C5 (0.00000): C6 (0.00571): C7 (0.00000): C8 (0.00095): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest radiograph: C1 (0.01137): C2 (0.00231): C3 (0.01602): C4 (0.00033): C5 (0.00910): C6 (0.00961): C7 (0.00761): C8 (0.00224): C9 (0.00192): C10 (0.00539): \n", + "chest port: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00872): C5 (0.00000): C6 (0.00360): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest radiographs: C1 (0.00110): C2 (0.00110): C3 (0.00177): C4 (0.00234): C5 (0.00378): C6 (0.00194): C7 (0.00173): C8 (0.00196): C9 (0.00074): C10 (0.00394): \n", + "chest radiograph: C1 (0.00453): C2 (0.00090): C3 (0.00000): C4 (0.00640): C5 (0.00150): C6 (0.00450): C7 (0.00825): C8 (0.00885): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest single: C1 (0.00560): C2 (0.00000): C3 (0.00282): C4 (0.00000): C5 (0.00198): C6 (0.00610): C7 (0.00319): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "chest single: C1 (0.00425): C2 (0.00000): C3 (0.00000): C4 (0.00054): C5 (0.00000): C6 (0.00353): C7 (0.00344): C8 (0.00800): C9 (0.00155): C10 (0.00000): \n", "\n", - "chest tube: C1 (0.02014): C2 (0.00000): C3 (0.00174): C4 (0.00000): C5 (0.00193): C6 (0.00410): C7 (0.00140): C8 (0.00813): C9 (0.00266): C10 (0.00079): \n", + "chest w: C1 (0.00000): C2 (0.01447): C3 (0.00112): C4 (0.00000): C5 (0.00721): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00465): C10 (0.00721): \n", "\n", - "chest w: C1 (0.00000): C2 (0.02481): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00058): C10 (0.00000): \n", + "chf final: C1 (0.00501): C2 (0.00000): C3 (0.00000): C4 (0.00214): C5 (0.00000): C6 (0.00127): C7 (0.01261): C8 (0.00128): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest wall: C1 (0.00353): C2 (0.00033): C3 (0.00089): C4 (0.00167): C5 (0.00088): C6 (0.00077): C7 (0.00114): C8 (0.00168): C9 (0.00074): C10 (0.00171): \n", + "chf reason: C1 (0.00231): C2 (0.00000): C3 (0.00112): C4 (0.00050): C5 (0.00000): C6 (0.00331): C7 (0.00526): C8 (0.00183): C9 (0.00000): C10 (0.00000): \n", "\n", - "chest without: C1 (0.00022): C2 (0.00464): C3 (0.00000): C4 (0.00835): C5 (0.00022): C6 (0.00000): C7 (0.00000): C8 (0.00252): C9 (0.00088): C10 (0.00815): \n", + "chf underlying: C1 (0.00271): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00036): C7 (0.00750): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", "\n", - "chf final: C1 (0.00133): C2 (0.00000): C3 (0.00261): C4 (0.00000): C5 (0.00642): C6 (0.00491): C7 (0.00209): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "clinical indication: C1 (0.00346): C2 (0.00000): C3 (0.00056): C4 (0.00000): C5 (0.00180): C6 (0.00214): C7 (0.00136): C8 (0.00223): C9 (0.00077): C10 (0.00000): \n", "\n", - "clinical history: C1 (0.00210): C2 (0.00077): C3 (0.00474): C4 (0.00100): C5 (0.00024): C6 (0.00171): C7 (0.00000): C8 (0.00112): C9 (0.00044): C10 (0.00092): \n", + "cm carina: C1 (0.00294): C2 (0.00000): C3 (0.00084): C4 (0.01087): C5 (0.00000): C6 (0.00874): C7 (0.00101): C8 (0.01411): C9 (0.00155): C10 (0.00000): \n", "\n", - "clinical indication: C1 (0.00319): C2 (0.00011): C3 (0.00438): C4 (0.00039): C5 (0.00251): C6 (0.00193): C7 (0.00000): C8 (0.00000): C9 (0.00093): C10 (0.00060): \n", + "compared previous: C1 (0.00431): C2 (0.00271): C3 (0.00000): C4 (0.00213): C5 (0.00180): C6 (0.00294): C7 (0.00235): C8 (0.00119): C9 (0.00234): C10 (0.00384): \n", "\n", - "cm carina: C1 (0.01183): C2 (0.00055): C3 (0.00103): C4 (0.00100): C5 (0.00322): C6 (0.00293): C7 (0.00392): C8 (0.00140): C9 (0.00030): C10 (0.00026): \n", + "compared prior: C1 (0.00342): C2 (0.00543): C3 (0.00112): C4 (0.00159): C5 (0.00209): C6 (0.01019): C7 (0.00605): C8 (0.00484): C9 (0.00310): C10 (0.00096): \n", "\n", - "compared location: C1 (0.00309): C2 (0.00022): C3 (0.00358): C4 (0.00033): C5 (0.00158): C6 (0.00597): C7 (0.00322): C8 (0.00000): C9 (0.00163): C10 (0.00079): \n", + "comparison chest: C1 (0.00187): C2 (0.00181): C3 (0.00000): C4 (0.00160): C5 (0.00300): C6 (0.00308): C7 (0.00464): C8 (0.00391): C9 (0.00696): C10 (0.00000): \n", "\n", - "compared prior: C1 (0.00548): C2 (0.00165): C3 (0.00282): C4 (0.00267): C5 (0.00240): C6 (0.00406): C7 (0.00439): C8 (0.00196): C9 (0.00563): C10 (0.00131): \n", + "comparison findings: C1 (0.00000): C2 (0.00271): C3 (0.00000): C4 (0.00291): C5 (0.00030): C6 (0.00097): C7 (0.00375): C8 (0.00153): C9 (0.00000): C10 (0.00000): \n", "\n", - "comparison chest: C1 (0.00369): C2 (0.00176): C3 (0.00718): C4 (0.00134): C5 (0.00510): C6 (0.00426): C7 (0.00432): C8 (0.00196): C9 (0.00163): C10 (0.00447): \n", + "comparison made: C1 (0.00409): C2 (0.00090): C3 (0.00223): C4 (0.00637): C5 (0.00270): C6 (0.00707): C7 (0.01041): C8 (0.01021): C9 (0.00465): C10 (0.00264): \n", "\n", - "comparison ct: C1 (0.00000): C2 (0.00210): C3 (0.00029): C4 (0.00367): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00168): C9 (0.00177): C10 (0.00092): \n", + "condition acute: C1 (0.00039): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00318): C7 (0.00062): C8 (0.00523): C9 (0.00000): C10 (0.00144): \n", "\n", - "comparison findings: C1 (0.00209): C2 (0.00033): C3 (0.00354): C4 (0.00033): C5 (0.00277): C6 (0.00244): C7 (0.00114): C8 (0.00028): C9 (0.00030): C10 (0.00026): \n", + "condition cad: C1 (0.00193): C2 (0.00995): C3 (0.00335): C4 (0.00106): C5 (0.00000): C6 (0.00257): C7 (0.00395): C8 (0.00000): C9 (0.00000): C10 (0.00385): \n", "\n", - "comparison made: C1 (0.00973): C2 (0.00099): C3 (0.00832): C4 (0.00133): C5 (0.00645): C6 (0.00962): C7 (0.00650): C8 (0.00113): C9 (0.00222): C10 (0.00118): \n", + "condition chf: C1 (0.00083): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00090): C6 (0.00580): C7 (0.00522): C8 (0.00215): C9 (0.00000): C10 (0.00048): \n", "\n", - "comparison prior: C1 (0.00045): C2 (0.00066): C3 (0.00058): C4 (0.00033): C5 (0.00241): C6 (0.00039): C7 (0.00204): C8 (0.00028): C9 (0.00118): C10 (0.00223): \n", + "condition copd: C1 (0.00385): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00090): C6 (0.00000): C7 (0.00415): C8 (0.00077): C9 (0.00000): C10 (0.00000): \n", "\n", - "comparison technique: C1 (0.00000): C2 (0.00232): C3 (0.00000): C4 (0.00235): C5 (0.00044): C6 (0.00076): C7 (0.00000): C8 (0.00000): C9 (0.00134): C10 (0.00221): \n", + "condition critical: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01381): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00095): C9 (0.00000): C10 (0.00000): \n", "\n", - "condition chf: C1 (0.00042): C2 (0.00000): C3 (0.00057): C4 (0.00067): C5 (0.00568): C6 (0.00519): C7 (0.00165): C8 (0.00028): C9 (0.00015): C10 (0.00013): \n", + "condition reason: C1 (0.00387): C2 (0.00045): C3 (0.00168): C4 (0.00133): C5 (0.00122): C6 (0.00205): C7 (0.00206): C8 (0.00000): C9 (0.00150): C10 (0.00000): \n", "\n", - "condition copd: C1 (0.01412): C2 (0.00136): C3 (0.01668): C4 (0.00079): C5 (0.00382): C6 (0.00114): C7 (0.00206): C8 (0.00028): C9 (0.00059): C10 (0.00136): \n", + "condition sob: C1 (0.00193): C2 (0.00000): C3 (0.00000): C4 (0.00212): C5 (0.00000): C6 (0.00179): C7 (0.00362): C8 (0.00064): C9 (0.00000): C10 (0.00000): \n", "\n", - "condition severe: C1 (0.00475): C2 (0.00033): C3 (0.00212): C4 (0.00097): C5 (0.00161): C6 (0.00070): C7 (0.00031): C8 (0.00000): C9 (0.00059): C10 (0.00041): \n", + "condition yo: C1 (0.00000): C2 (0.00181): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00790): C7 (0.00324): C8 (0.00030): C9 (0.00000): C10 (0.00000): \n", "\n", - "condition sob: C1 (0.00089): C2 (0.00066): C3 (0.00546): C4 (0.00000): C5 (0.00112): C6 (0.00210): C7 (0.00112): C8 (0.00000): C9 (0.00030): C10 (0.00013): \n", + "congestive heart: C1 (0.00434): C2 (0.00181): C3 (0.00168): C4 (0.00320): C5 (0.00360): C6 (0.03520): C7 (0.02231): C8 (0.00129): C9 (0.01396): C10 (0.00481): \n", "\n", - "congestive heart: C1 (0.00489): C2 (0.00121): C3 (0.00085): C4 (0.00635): C5 (0.02371): C6 (0.02255): C7 (0.01041): C8 (0.00084): C9 (0.00075): C10 (0.00105): \n", + "consolidation left: C1 (0.00693): C2 (0.00090): C3 (0.00168): C4 (0.00225): C5 (0.00000): C6 (0.00000): C7 (0.00034): C8 (0.00249): C9 (0.00000): C10 (0.00072): \n", "\n", - "consolidation left: C1 (0.00000): C2 (0.00078): C3 (0.00057): C4 (0.00100): C5 (0.00091): C6 (0.00000): C7 (0.00405): C8 (0.00225): C9 (0.00324): C10 (0.00158): \n", + "consolidation right: C1 (0.00344): C2 (0.00271): C3 (0.00000): C4 (0.00266): C5 (0.00330): C6 (0.00000): C7 (0.00105): C8 (0.00090): C9 (0.00620): C10 (0.00216): \n", "\n", - "consolidation right: C1 (0.00111): C2 (0.00154): C3 (0.00058): C4 (0.00100): C5 (0.00175): C6 (0.00000): C7 (0.00160): C8 (0.00308): C9 (0.00192): C10 (0.00250): \n", + "contiguous axial: C1 (0.00077): C2 (0.00724): C3 (0.00977): C4 (0.00000): C5 (0.00422): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00150): C10 (0.00385): \n", "\n", - "contiguous axial: C1 (0.00000): C2 (0.00265): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00056): C9 (0.00296): C10 (0.00197): \n", + "contours stable: C1 (0.00237): C2 (0.00000): C3 (0.00000): C4 (0.00239): C5 (0.00000): C6 (0.00183): C7 (0.00316): C8 (0.00478): C9 (0.00000): C10 (0.00000): \n", "\n", - "contours stable: C1 (0.00468): C2 (0.00000): C3 (0.00558): C4 (0.00000): C5 (0.00253): C6 (0.00271): C7 (0.00134): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "contours unchanged: C1 (0.00275): C2 (0.00000): C3 (0.00000): C4 (0.00108): C5 (0.00000): C6 (0.00109): C7 (0.00297): C8 (0.00158): C9 (0.00000): C10 (0.00000): \n", "\n", - "contours unchanged: C1 (0.00292): C2 (0.00000): C3 (0.00259): C4 (0.00000): C5 (0.00279): C6 (0.00231): C7 (0.00139): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "contraindications iv: C1 (0.00000): C2 (0.01040): C3 (0.00921): C4 (0.00000): C5 (0.01503): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00847): C10 (0.01129): \n", "\n", - "contraindications iv: C1 (0.00000): C2 (0.01373): C3 (0.00115): C4 (0.01578): C5 (0.00000): C6 (0.00000): C7 (0.00045): C8 (0.01260): C9 (0.01009): C10 (0.01655): \n", + "contrast administered: C1 (0.00077): C2 (0.00452): C3 (0.00223): C4 (0.00000): C5 (0.00210): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00697): C10 (0.00505): \n", "\n", - "contrast clip: C1 (0.00000): C2 (0.00855): C3 (0.00057): C4 (0.02880): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.01820): C9 (0.01469): C10 (0.03218): \n", + "contrast cc: C1 (0.00231): C2 (0.00543): C3 (0.00642): C4 (0.00000): C5 (0.00120): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00620): C10 (0.00144): \n", "\n", - "contrast ct: C1 (0.00000): C2 (0.00078): C3 (0.00000): C4 (0.02338): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00756): C9 (0.00310): C10 (0.00053): \n", + "contrast clip: C1 (0.00578): C2 (0.02126): C3 (0.01200): C4 (0.00000): C5 (0.02946): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.02004): C10 (0.01827): \n", "\n", - "contrast final: C1 (0.00000): C2 (0.00568): C3 (0.00115): C4 (0.00484): C5 (0.00000): C6 (0.00000): C7 (0.00045): C8 (0.00140): C9 (0.00625): C10 (0.00706): \n", + "contrast ct: C1 (0.00462): C2 (0.00905): C3 (0.01395): C4 (0.00000): C5 (0.00270): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01106): \n", "\n", - "contrast optiray: C1 (0.00000): C2 (0.02160): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00045): C8 (0.00840): C9 (0.02693): C10 (0.00000): \n", + "contrast final: C1 (0.00000): C2 (0.00814): C3 (0.00642): C4 (0.00000): C5 (0.00963): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00537): C10 (0.00625): \n", "\n", - "contrast wet: C1 (0.00000): C2 (0.00684): C3 (0.00000): C4 (0.00293): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00561): C9 (0.00295): C10 (0.00305): \n", + "contrast optiray: C1 (0.00539): C2 (0.02849): C3 (0.02150): C4 (0.00000): C5 (0.01535): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01539): C10 (0.01394): \n", "\n", - "copd exacerbation: C1 (0.01585): C2 (0.00168): C3 (0.02122): C4 (0.00000): C5 (0.00170): C6 (0.00020): C7 (0.00000): C8 (0.00000): C9 (0.00058): C10 (0.00196): \n", + "contrast reason: C1 (0.00000): C2 (0.00362): C3 (0.02010): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01057): \n", "\n", - "copd flare: C1 (0.00721): C2 (0.00033): C3 (0.00597): C4 (0.00000): C5 (0.00072): C6 (0.00000): C7 (0.00056): C8 (0.00000): C9 (0.00045): C10 (0.00053): \n", + "coronary artery: C1 (0.00308): C2 (0.00181): C3 (0.00335): C4 (0.00000): C5 (0.00931): C6 (0.00472): C7 (0.00317): C8 (0.00130): C9 (0.00077): C10 (0.00192): \n", "\n", - "coronal sagittal: C1 (0.00000): C2 (0.00441): C3 (0.00000): C4 (0.00370): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00280): C9 (0.00162): C10 (0.00473): \n", + "costophrenic angle: C1 (0.00651): C2 (0.00000): C3 (0.00000): C4 (0.00054): C5 (0.00000): C6 (0.00321): C7 (0.00280): C8 (0.00358): C9 (0.00000): C10 (0.00000): \n", "\n", - "coronary arteries: C1 (0.00000): C2 (0.00187): C3 (0.00000): C4 (0.00167): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00224): C9 (0.00059): C10 (0.00355): \n", + "could represent: C1 (0.00193): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00300): C6 (0.00036): C7 (0.00139): C8 (0.00299): C9 (0.00387): C10 (0.00817): \n", "\n", - "coronary artery: C1 (0.00066): C2 (0.00397): C3 (0.00115): C4 (0.00301): C5 (0.00306): C6 (0.00710): C7 (0.00093): C8 (0.00447): C9 (0.00192): C10 (0.00644): \n", + "ct abdomen: C1 (0.00000): C2 (0.00905): C3 (0.04550): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.03317): \n", "\n", - "costophrenic angle: C1 (0.00620): C2 (0.00000): C3 (0.00631): C4 (0.00000): C5 (0.00023): C6 (0.00418): C7 (0.00411): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "ct chest: C1 (0.00386): C2 (0.04432): C3 (0.02513): C4 (0.00000): C5 (0.03969): C6 (0.00000): C7 (0.00037): C8 (0.00047): C9 (0.02386): C10 (0.02019): \n", "\n", - "could represent: C1 (0.00047): C2 (0.00165): C3 (0.00270): C4 (0.00401): C5 (0.00130): C6 (0.00152): C7 (0.00191): C8 (0.00196): C9 (0.00371): C10 (0.00211): \n", + "ct non: C1 (0.00462): C2 (0.01628): C3 (0.00000): C4 (0.00000): C5 (0.00785): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01384): C10 (0.01490): \n", "\n", - "ct abdomen: C1 (0.00000): C2 (0.00342): C3 (0.00000): C4 (0.03514): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.01065): C9 (0.01239): C10 (0.00026): \n", + "ct nonionic: C1 (0.00000): C2 (0.01357): C3 (0.01759): C4 (0.00000): C5 (0.00300): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00620): C10 (0.00000): \n", "\n", - "ct chest: C1 (0.00000): C2 (0.01058): C3 (0.00258): C4 (0.03275): C5 (0.00044): C6 (0.00019): C7 (0.00068): C8 (0.03695): C9 (0.03596): C10 (0.04624): \n", + "ct pelvis: C1 (0.00000): C2 (0.00543): C3 (0.04634): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.02956): \n", "\n", - "ct non: C1 (0.00000): C2 (0.00662): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01242): C10 (0.00039): \n", + "date ct: C1 (0.00039): C2 (0.02488): C3 (0.03238): C4 (0.00000): C5 (0.02496): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01694): C10 (0.02548): \n", "\n", - "ct pelvis: C1 (0.00000): C2 (0.00320): C3 (0.00000): C4 (0.02944): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.01009): C9 (0.01240): C10 (0.00000): \n", + "degenerative changes: C1 (0.00109): C2 (0.00136): C3 (0.00837): C4 (0.00000): C5 (0.00390): C6 (0.00000): C7 (0.00127): C8 (0.00000): C9 (0.00310): C10 (0.00625): \n", "\n", - "cta chest: C1 (0.00000): C2 (0.02910): C3 (0.00057): C4 (0.00000): C5 (0.00000): C6 (0.00019): C7 (0.00000): C8 (0.00028): C9 (0.00030): C10 (0.00026): \n", + "different physician: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01006): C5 (0.00000): C6 (0.00292): C7 (0.00000): C8 (0.00265): C9 (0.00000): C10 (0.00000): \n", "\n", - "degenerative changes: C1 (0.00000): C2 (0.00308): C3 (0.00057): C4 (0.00637): C5 (0.00067): C6 (0.00000): C7 (0.00158): C8 (0.00448): C9 (0.00369): C10 (0.00394): \n", + "edema aortic: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01487): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00127): C9 (0.00000): C10 (0.00096): \n", "\n", - "discussed name: C1 (0.00067): C2 (0.00110): C3 (0.00087): C4 (0.00234): C5 (0.00069): C6 (0.00075): C7 (0.00112): C8 (0.00196): C9 (0.00079): C10 (0.00114): \n", - "\n", - "distress reason: C1 (0.00567): C2 (0.00044): C3 (0.00538): C4 (0.00000): C5 (0.00066): C6 (0.00040): C7 (0.00399): C8 (0.00056): C9 (0.00015): C10 (0.00013): \n", - "\n", - "edema final: C1 (0.00108): C2 (0.00044): C3 (0.00194): C4 (0.00000): C5 (0.00333): C6 (0.00459): C7 (0.00188): C8 (0.00028): C9 (0.00000): C10 (0.00013): \n", - "\n", - "effusion final: C1 (0.00130): C2 (0.00033): C3 (0.00093): C4 (0.00067): C5 (0.00136): C6 (0.01026): C7 (0.00500): C8 (0.00140): C9 (0.00015): C10 (0.00026): \n", - "\n", - "effusion left: C1 (0.00046): C2 (0.00044): C3 (0.00205): C4 (0.00000): C5 (0.00066): C6 (0.00355): C7 (0.00435): C8 (0.00364): C9 (0.00104): C10 (0.00066): \n", - "\n", - "effusion pneumothorax: C1 (0.00000): C2 (0.00044): C3 (0.00882): C4 (0.00067): C5 (0.00025): C6 (0.00321): C7 (0.00188): C8 (0.00000): C9 (0.00000): C10 (0.00013): \n", - "\n", - "effusion right: C1 (0.00045): C2 (0.00077): C3 (0.00115): C4 (0.00000): C5 (0.00000): C6 (0.00189): C7 (0.00523): C8 (0.00555): C9 (0.00106): C10 (0.00079): \n", - "\n", - "effusion small: C1 (0.00000): C2 (0.00154): C3 (0.00029): C4 (0.00134): C5 (0.00000): C6 (0.00288): C7 (0.00180): C8 (0.00112): C9 (0.00148): C10 (0.00131): \n", - "\n", - "effusion underlying: C1 (0.00045): C2 (0.00000): C3 (0.00088): C4 (0.00000): C5 (0.00046): C6 (0.00558): C7 (0.00421): C8 (0.00028): C9 (0.00000): C10 (0.00000): \n", - "\n", - "effusions final: C1 (0.00000): C2 (0.00000): C3 (0.00095): C4 (0.00033): C5 (0.00550): C6 (0.00446): C7 (0.00170): C8 (0.00000): C9 (0.00030): C10 (0.00000): \n", - "\n", - "effusions right: C1 (0.00023): C2 (0.00155): C3 (0.00000): C4 (0.00033): C5 (0.00664): C6 (0.00115): C7 (0.00000): C8 (0.00055): C9 (0.00059): C10 (0.00171): \n", - "\n", - "emphysematous changes: C1 (0.00377): C2 (0.00375): C3 (0.00514): C4 (0.00167): C5 (0.00070): C6 (0.00000): C7 (0.00000): C8 (0.00139): C9 (0.00103): C10 (0.00105): \n", - "\n", - "endotracheal tube: C1 (0.02204): C2 (0.00177): C3 (0.00431): C4 (0.00366): C5 (0.00585): C6 (0.00589): C7 (0.00647): C8 (0.00168): C9 (0.00221): C10 (0.00106): \n", - "\n", - "enlarged mediastinal: C1 (0.00024): C2 (0.00187): C3 (0.00000): C4 (0.00167): C5 (0.00000): C6 (0.00056): C7 (0.00045): C8 (0.00308): C9 (0.00089): C10 (0.00237): \n", - "\n", - "et tube: C1 (0.01703): C2 (0.00066): C3 (0.00082): C4 (0.00067): C5 (0.00256): C6 (0.00139): C7 (0.00221): C8 (0.00056): C9 (0.00104): C10 (0.00039): \n", - "\n", - "evidence pneumothorax: C1 (0.00679): C2 (0.00033): C3 (0.00241): C4 (0.00100): C5 (0.00223): C6 (0.00343): C7 (0.00271): C8 (0.00000): C9 (0.00050): C10 (0.00035): \n", - "\n", - "evidence pulmonary: C1 (0.00000): C2 (0.01112): C3 (0.00114): C4 (0.00067): C5 (0.00120): C6 (0.00145): C7 (0.00158): C8 (0.00056): C9 (0.00090): C10 (0.00000): \n", - "\n", - "exacerbation underlying: C1 (0.00879): C2 (0.00023): C3 (0.01056): C4 (0.00000): C5 (0.00166): C6 (0.00058): C7 (0.00046): C8 (0.00000): C9 (0.00000): C10 (0.00104): \n", - "\n", - "examination assess: C1 (0.00388): C2 (0.00055): C3 (0.00187): C4 (0.00100): C5 (0.00463): C6 (0.00459): C7 (0.00229): C8 (0.00056): C9 (0.00044): C10 (0.00105): \n", - "\n", - "examination eval: C1 (0.00549): C2 (0.00209): C3 (0.01062): C4 (0.00167): C5 (0.00536): C6 (0.00817): C7 (0.00324): C8 (0.00056): C9 (0.00074): C10 (0.00250): \n", - "\n", - "examination evaluate: C1 (0.00157): C2 (0.00154): C3 (0.00650): C4 (0.00200): C5 (0.00256): C6 (0.00702): C7 (0.00135): C8 (0.00084): C9 (0.00192): C10 (0.00355): \n", - "\n", - "examination please: C1 (0.00920): C2 (0.00309): C3 (0.00000): C4 (0.00229): C5 (0.00960): C6 (0.00111): C7 (0.01368): C8 (0.00448): C9 (0.00330): C10 (0.00379): \n", - "\n", - "failure underlying: C1 (0.00102): C2 (0.00000): C3 (0.00057): C4 (0.00200): C5 (0.00779): C6 (0.00880): C7 (0.00502): C8 (0.00028): C9 (0.00000): C10 (0.00039): \n", - "\n", - "field view: C1 (0.00000): C2 (0.01146): C3 (0.00057): C4 (0.01371): C5 (0.00025): C6 (0.00055): C7 (0.00023): C8 (0.01316): C9 (0.01036): C10 (0.00446): \n", - "\n", - "filling defects: C1 (0.00000): C2 (0.00650): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00075): C10 (0.00013): \n", - "\n", - "findings discussed: C1 (0.00088): C2 (0.00094): C3 (0.00057): C4 (0.00247): C5 (0.00071): C6 (0.00056): C7 (0.00134): C8 (0.00141): C9 (0.00123): C10 (0.00128): \n", - "\n", - "findings impression: C1 (0.00201): C2 (0.00176): C3 (0.00058): C4 (0.00267): C5 (0.00265): C6 (0.00184): C7 (0.00347): C8 (0.00196): C9 (0.00089): C10 (0.00210): \n", - "\n", - "first name: C1 (0.00133): C2 (0.00292): C3 (0.00000): C4 (0.00377): C5 (0.00000): C6 (0.00134): C7 (0.00159): C8 (0.00338): C9 (0.00178): C10 (0.00304): \n", - "\n", - "focal consolidation: C1 (0.00087): C2 (0.00066): C3 (0.00547): C4 (0.00000): C5 (0.00000): C6 (0.00172): C7 (0.00045): C8 (0.00251): C9 (0.00074): C10 (0.00040): \n", - "\n", - "foley catheter: C1 (0.00000): C2 (0.00110): C3 (0.00000): C4 (0.00604): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00224): C9 (0.00280): C10 (0.00000): \n", - "\n", - "free air: C1 (0.00111): C2 (0.00077): C3 (0.00000): C4 (0.00935): C5 (0.00067): C6 (0.00000): C7 (0.00068): C8 (0.00336): C9 (0.00251): C10 (0.00000): \n", - "\n", - "free fluid: C1 (0.00000): C2 (0.00154): C3 (0.00000): C4 (0.01136): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00561): C9 (0.00636): C10 (0.00039): \n", + "edema final: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00160): C5 (0.00120): C6 (0.00110): C7 (0.00358): C8 (0.00604): C9 (0.00000): C10 (0.00048): \n", "\n" ] }, @@ -4143,459 +4111,431 @@ "name": "stdout", "output_type": "stream", "text": [ - "glass opacities: C1 (0.00000): C2 (0.00209): C3 (0.00000): C4 (0.00270): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00168): C9 (0.00383): C10 (0.00223): \n", - "\n", - "great vessels: C1 (0.00022): C2 (0.00276): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00111): C9 (0.00266): C10 (0.00263): \n", - "\n", - "greater left: C1 (0.00045): C2 (0.00242): C3 (0.00000): C4 (0.00100): C5 (0.00709): C6 (0.00057): C7 (0.00000): C8 (0.00028): C9 (0.00163): C10 (0.00328): \n", - "\n", - "greater right: C1 (0.00043): C2 (0.00033): C3 (0.00000): C4 (0.00301): C5 (0.00620): C6 (0.00154): C7 (0.00000): C8 (0.00056): C9 (0.00192): C10 (0.00276): \n", - "\n", - "ground glass: C1 (0.00000): C2 (0.00407): C3 (0.00000): C4 (0.00336): C5 (0.00000): C6 (0.00000): C7 (0.00045): C8 (0.00336): C9 (0.00711): C10 (0.00591): \n", + "edema underlying: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01350): C5 (0.00000): C6 (0.00000): C7 (0.00120): C8 (0.00720): C9 (0.00000): C10 (0.00048): \n", "\n", - "heart enlarged: C1 (0.00091): C2 (0.00077): C3 (0.00195): C4 (0.00000): C5 (0.00180): C6 (0.00057): C7 (0.00113): C8 (0.00056): C9 (0.00118): C10 (0.00158): \n", + "effusion final: C1 (0.00071): C2 (0.00000): C3 (0.00000): C4 (0.00323): C5 (0.00030): C6 (0.00223): C7 (0.00344): C8 (0.00048): C9 (0.00000): C10 (0.00000): \n", "\n", - "heart failure: C1 (0.00627): C2 (0.00242): C3 (0.00089): C4 (0.00869): C5 (0.02783): C6 (0.02548): C7 (0.01330): C8 (0.00084): C9 (0.00060): C10 (0.00105): \n", + "effusion impression: C1 (0.00307): C2 (0.00000): C3 (0.00000): C4 (0.00197): C5 (0.00000): C6 (0.00288): C7 (0.00280): C8 (0.00034): C9 (0.00000): C10 (0.00000): \n", "\n", - "heart normal: C1 (0.00068): C2 (0.00132): C3 (0.00309): C4 (0.00134): C5 (0.00049): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00074): C10 (0.00118): \n", + "effusion pneumothorax: C1 (0.00116): C2 (0.00000): C3 (0.00112): C4 (0.00212): C5 (0.00000): C6 (0.00126): C7 (0.00171): C8 (0.00193): C9 (0.00155): C10 (0.00000): \n", "\n", - "heart size: C1 (0.00447): C2 (0.00243): C3 (0.01309): C4 (0.00000): C5 (0.00484): C6 (0.00511): C7 (0.00446): C8 (0.00224): C9 (0.00182): C10 (0.00311): \n", + "effusion right: C1 (0.00501): C2 (0.00090): C3 (0.00168): C4 (0.00000): C5 (0.00180): C6 (0.00143): C7 (0.00175): C8 (0.00095): C9 (0.00620): C10 (0.00144): \n", "\n", - "hilar contours: C1 (0.00093): C2 (0.00000): C3 (0.00714): C4 (0.00000): C5 (0.00382): C6 (0.00356): C7 (0.00386): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "effusion underlying: C1 (0.00071): C2 (0.00000): C3 (0.00000): C4 (0.00210): C5 (0.00000): C6 (0.00036): C7 (0.00439): C8 (0.00066): C9 (0.00000): C10 (0.00000): \n", "\n", - "hilar lymph: C1 (0.00067): C2 (0.00320): C3 (0.00057): C4 (0.00134): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00168): C9 (0.00177): C10 (0.00197): \n", + "effusions right: C1 (0.00153): C2 (0.00271): C3 (0.00140): C4 (0.00053): C5 (0.00210): C6 (0.00286): C7 (0.00262): C8 (0.00048): C9 (0.00000): C10 (0.00048): \n", "\n", - "hilar lymphadenopathy: C1 (0.00000): C2 (0.00209): C3 (0.00029): C4 (0.00100): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00224): C9 (0.00207): C10 (0.00263): \n", + "endotracheal tube: C1 (0.00410): C2 (0.00181): C3 (0.00112): C4 (0.00747): C5 (0.00179): C6 (0.02034): C7 (0.00106): C8 (0.01654): C9 (0.00465): C10 (0.00168): \n", "\n", - "history copd: C1 (0.00562): C2 (0.00066): C3 (0.00965): C4 (0.00000): C5 (0.00111): C6 (0.00058): C7 (0.00000): C8 (0.00028): C9 (0.00015): C10 (0.00066): \n", + "et tube: C1 (0.00268): C2 (0.00181): C3 (0.00084): C4 (0.01277): C5 (0.00000): C6 (0.01017): C7 (0.00092): C8 (0.01303): C9 (0.00620): C10 (0.00000): \n", "\n", - "hypoxia reason: C1 (0.00053): C2 (0.00154): C3 (0.00504): C4 (0.00000): C5 (0.00163): C6 (0.00094): C7 (0.00153): C8 (0.00000): C9 (0.00000): C10 (0.00158): \n", + "evidence pneumothorax: C1 (0.00155): C2 (0.00000): C3 (0.00000): C4 (0.00292): C5 (0.00120): C6 (0.00693): C7 (0.00224): C8 (0.00289): C9 (0.00155): C10 (0.00000): \n", "\n", - "identified impression: C1 (0.00134): C2 (0.00090): C3 (0.00153): C4 (0.00000): C5 (0.00049): C6 (0.00153): C7 (0.00198): C8 (0.00169): C9 (0.00047): C10 (0.00096): \n", + "examination assess: C1 (0.00000): C2 (0.00090): C3 (0.00000): C4 (0.00183): C5 (0.00030): C6 (0.00000): C7 (0.00514): C8 (0.00396): C9 (0.00619): C10 (0.00000): \n", "\n", - "images chest: C1 (0.00000): C2 (0.00287): C3 (0.00000): C4 (0.00267): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00221): C10 (0.00328): \n", + "examination chf: C1 (0.00386): C2 (0.00000): C3 (0.00000): C4 (0.00159): C5 (0.00000): C6 (0.00000): C7 (0.00563): C8 (0.00016): C9 (0.00000): C10 (0.00000): \n", "\n", - "images obtained: C1 (0.00000): C2 (0.00601): C3 (0.00000): C4 (0.00548): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00449): C9 (0.00684): C10 (0.00549): \n", + "examination eval: C1 (0.00192): C2 (0.00000): C3 (0.00336): C4 (0.00271): C5 (0.00122): C6 (0.00360): C7 (0.00783): C8 (0.00649): C9 (0.00305): C10 (0.00072): \n", "\n", - "impression evidence: C1 (0.00319): C2 (0.00564): C3 (0.00254): C4 (0.00315): C5 (0.00070): C6 (0.00058): C7 (0.00098): C8 (0.00029): C9 (0.00090): C10 (0.00086): \n", + "examination evaluate: C1 (0.00196): C2 (0.00000): C3 (0.00168): C4 (0.00618): C5 (0.00120): C6 (0.00636): C7 (0.00529): C8 (0.00596): C9 (0.00000): C10 (0.00096): \n", "\n", - "impression interval: C1 (0.00135): C2 (0.00045): C3 (0.00063): C4 (0.00100): C5 (0.00338): C6 (0.00354): C7 (0.00224): C8 (0.00000): C9 (0.00073): C10 (0.00118): \n", + "examination please: C1 (0.00532): C2 (0.00452): C3 (0.00000): C4 (0.00586): C5 (0.00810): C6 (0.00637): C7 (0.00737): C8 (0.00686): C9 (0.00475): C10 (0.00120): \n", "\n", - "impression pfi: C1 (0.00201): C2 (0.00099): C3 (0.00029): C4 (0.00200): C5 (0.00265): C6 (0.00184): C7 (0.00347): C8 (0.00196): C9 (0.00059): C10 (0.00210): \n", + "examination yo: C1 (0.00370): C2 (0.00000): C3 (0.00084): C4 (0.00080): C5 (0.00030): C6 (0.00000): C7 (0.00087): C8 (0.00165): C9 (0.00000): C10 (0.00409): \n", "\n", - "increased size: C1 (0.00000): C2 (0.00088): C3 (0.00057): C4 (0.00167): C5 (0.00022): C6 (0.00132): C7 (0.00161): C8 (0.00168): C9 (0.00223): C10 (0.00158): \n", + "failure underlying: C1 (0.00271): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00120): C6 (0.01955): C7 (0.01087): C8 (0.00088): C9 (0.01084): C10 (0.00000): \n", "\n", - "indication history: C1 (0.00157): C2 (0.00066): C3 (0.00320): C4 (0.00033): C5 (0.00233): C6 (0.00120): C7 (0.00067): C8 (0.00084): C9 (0.00059): C10 (0.00053): \n", + "field view: C1 (0.00347): C2 (0.00859): C3 (0.02512): C4 (0.00315): C5 (0.00845): C6 (0.00000): C7 (0.00014): C8 (0.00047): C9 (0.00300): C10 (0.02019): \n", "\n", - "indication male: C1 (0.00178): C2 (0.00132): C3 (0.00059): C4 (0.00165): C5 (0.00133): C6 (0.00172): C7 (0.00067): C8 (0.00028): C9 (0.00044): C10 (0.00066): \n", + "findings single: C1 (0.00468): C2 (0.00000): C3 (0.00000): C4 (0.00133): C5 (0.00000): C6 (0.00225): C7 (0.00148): C8 (0.00149): C9 (0.00000): C10 (0.00000): \n", "\n", - "indication shortness: C1 (0.00063): C2 (0.00077): C3 (0.00534): C4 (0.00000): C5 (0.00185): C6 (0.00064): C7 (0.00110): C8 (0.00000): C9 (0.00074): C10 (0.00039): \n", + "first name: C1 (0.00127): C2 (0.00377): C3 (0.00335): C4 (0.00109): C5 (0.00214): C6 (0.00131): C7 (0.00145): C8 (0.00000): C9 (0.00171): C10 (0.00169): \n", "\n", - "infectious process: C1 (0.00067): C2 (0.00221): C3 (0.00151): C4 (0.00134): C5 (0.00155): C6 (0.00207): C7 (0.00201): C8 (0.00280): C9 (0.00177): C10 (0.00276): \n", + "foley catheter: C1 (0.00000): C2 (0.00181): C3 (0.00949): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00505): \n", "\n", - "infiltrate final: C1 (0.00097): C2 (0.00011): C3 (0.00847): C4 (0.00000): C5 (0.00337): C6 (0.00114): C7 (0.00224): C8 (0.00000): C9 (0.00000): C10 (0.00066): \n", + "free fluid: C1 (0.00000): C2 (0.00452): C3 (0.01703): C4 (0.00000): C5 (0.00030): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00769): \n", "\n", - "initial pre: C1 (0.00653): C2 (0.00022): C3 (0.00252): C4 (0.00033): C5 (0.00000): C6 (0.00150): C7 (0.00091): C8 (0.00000): C9 (0.00000): C10 (0.00013): \n", + "good position: C1 (0.00077): C2 (0.00090): C3 (0.00168): C4 (0.00186): C5 (0.00150): C6 (0.00449): C7 (0.00000): C8 (0.00313): C9 (0.00155): C10 (0.00048): \n", "\n", - "internal jugular: C1 (0.00547): C2 (0.00022): C3 (0.00000): C4 (0.00067): C5 (0.00242): C6 (0.00376): C7 (0.00172): C8 (0.00000): C9 (0.00090): C10 (0.00040): \n", + "greater left: C1 (0.00000): C2 (0.00181): C3 (0.00335): C4 (0.00000): C5 (0.00240): C6 (0.00322): C7 (0.00411): C8 (0.00097): C9 (0.00155): C10 (0.00048): \n", "\n", - "interstitial edema: C1 (0.00196): C2 (0.00044): C3 (0.00205): C4 (0.00167): C5 (0.00385): C6 (0.00223): C7 (0.00090): C8 (0.00056): C9 (0.00000): C10 (0.00013): \n", + "heart enlarged: C1 (0.00155): C2 (0.00271): C3 (0.00000): C4 (0.00000): C5 (0.00329): C6 (0.00086): C7 (0.00290): C8 (0.00410): C9 (0.00077): C10 (0.00385): \n", "\n", - "interval change: C1 (0.01212): C2 (0.00077): C3 (0.01723): C4 (0.00102): C5 (0.01432): C6 (0.00552): C7 (0.01490): C8 (0.00168): C9 (0.00163): C10 (0.00577): \n", + "heart failure: C1 (0.01622): C2 (0.00181): C3 (0.00251): C4 (0.00426): C5 (0.00601): C6 (0.03882): C7 (0.02522): C8 (0.00536): C9 (0.01394): C10 (0.00529): \n", "\n", - "interval improvement: C1 (0.00112): C2 (0.00000): C3 (0.00207): C4 (0.00000): C5 (0.00453): C6 (0.00442): C7 (0.00207): C8 (0.00000): C9 (0.00104): C10 (0.00066): \n", + "heart size: C1 (0.00468): C2 (0.00090): C3 (0.00000): C4 (0.00770): C5 (0.00240): C6 (0.00263): C7 (0.00551): C8 (0.00397): C9 (0.00000): C10 (0.00168): \n", "\n", - "interval increase: C1 (0.00058): C2 (0.00110): C3 (0.00010): C4 (0.00100): C5 (0.00068): C6 (0.00306): C7 (0.00248): C8 (0.00028): C9 (0.00178): C10 (0.00092): \n", + "helically acquired: C1 (0.00039): C2 (0.00588): C3 (0.00642): C4 (0.00000): C5 (0.00212): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00460): C10 (0.00216): \n", "\n", - "intravenous contrast: C1 (0.00000): C2 (0.00563): C3 (0.00029): C4 (0.00894): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00700): C9 (0.00429): C10 (0.00790): \n", + "hilar contours: C1 (0.00279): C2 (0.00000): C3 (0.00000): C4 (0.00053): C5 (0.00000): C6 (0.00143): C7 (0.00305): C8 (0.00337): C9 (0.00000): C10 (0.00000): \n", "\n", - "ionic contrast: C1 (0.00000): C2 (0.00673): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01242): C10 (0.00000): \n", + "hypoxia reason: C1 (0.00261): C2 (0.00000): C3 (0.00000): C4 (0.00027): C5 (0.00090): C6 (0.00072): C7 (0.00351): C8 (0.00176): C9 (0.00155): C10 (0.00048): \n", "\n", - "iv contrast: C1 (0.00000): C2 (0.02399): C3 (0.00115): C4 (0.04486): C5 (0.00000): C6 (0.00000): C7 (0.00068): C8 (0.02491): C9 (0.02325): C10 (0.02404): \n", + "identified impression: C1 (0.00129): C2 (0.00000): C3 (0.00000): C4 (0.00106): C5 (0.00150): C6 (0.00208): C7 (0.00182): C8 (0.00149): C9 (0.00155): C10 (0.00024): \n", "\n", - "last name: C1 (0.00062): C2 (0.00114): C3 (0.00028): C4 (0.00390): C5 (0.00000): C6 (0.00000): C7 (0.00243): C8 (0.00308): C9 (0.00164): C10 (0.00240): \n", + "images obtained: C1 (0.00081): C2 (0.00934): C3 (0.01293): C4 (0.00000): C5 (0.00886): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01077): C10 (0.01094): \n", "\n", - "left base: C1 (0.00150): C2 (0.00077): C3 (0.00298): C4 (0.00033): C5 (0.00086): C6 (0.00224): C7 (0.00120): C8 (0.00028): C9 (0.00089): C10 (0.00158): \n", + "impression bilateral: C1 (0.00000): C2 (0.00000): C3 (0.00196): C4 (0.00000): C5 (0.00091): C6 (0.00039): C7 (0.00258): C8 (0.00107): C9 (0.00000): C10 (0.00249): \n", "\n", - "left costophrenic: C1 (0.00269): C2 (0.00011): C3 (0.00484): C4 (0.00000): C5 (0.00000): C6 (0.00302): C7 (0.00231): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "impression chest: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00872): C5 (0.00000): C6 (0.00000): C7 (0.00125): C8 (0.00161): C9 (0.00000): C10 (0.00000): \n", "\n", - "left effusion: C1 (0.00000): C2 (0.00011): C3 (0.00086): C4 (0.00000): C5 (0.00045): C6 (0.00460): C7 (0.00405): C8 (0.00224): C9 (0.00104): C10 (0.00053): \n", + "impression evidence: C1 (0.00289): C2 (0.00633): C3 (0.00185): C4 (0.00000): C5 (0.00186): C6 (0.00199): C7 (0.00197): C8 (0.00101): C9 (0.00255): C10 (0.00411): \n", "\n", - "left greater: C1 (0.00043): C2 (0.00022): C3 (0.00000): C4 (0.00234): C5 (0.00510): C6 (0.00154): C7 (0.00000): C8 (0.00056): C9 (0.00192): C10 (0.00210): \n", + "impression interval: C1 (0.00229): C2 (0.00000): C3 (0.00084): C4 (0.00425): C5 (0.00150): C6 (0.00329): C7 (0.00320): C8 (0.00253): C9 (0.00000): C10 (0.00000): \n", "\n", - "left kidney: C1 (0.00021): C2 (0.00077): C3 (0.00000): C4 (0.00534): C5 (0.00000): C6 (0.00019): C7 (0.00000): C8 (0.00219): C9 (0.00298): C10 (0.00263): \n", + "impression persistent: C1 (0.00525): C2 (0.00000): C3 (0.00000): C4 (0.00159): C5 (0.00000): C6 (0.00107): C7 (0.00187): C8 (0.00228): C9 (0.00000): C10 (0.00000): \n", "\n", - "left lower: C1 (0.00989): C2 (0.00817): C3 (0.01338): C4 (0.00541): C5 (0.01853): C6 (0.00792): C7 (0.02935): C8 (0.01456): C9 (0.01415): C10 (0.01826): \n", + "increased opacity: C1 (0.00395): C2 (0.00181): C3 (0.00000): C4 (0.00000): C5 (0.00119): C6 (0.00145): C7 (0.00370): C8 (0.00049): C9 (0.00000): C10 (0.00000): \n", "\n", - "left lung: C1 (0.00930): C2 (0.00187): C3 (0.01117): C4 (0.00000): C5 (0.00144): C6 (0.00242): C7 (0.00747): C8 (0.00980): C9 (0.00355): C10 (0.00394): \n", + "indication history: C1 (0.00347): C2 (0.00045): C3 (0.00195): C4 (0.00000): C5 (0.00210): C6 (0.00000): C7 (0.00250): C8 (0.00127): C9 (0.00000): C10 (0.00240): \n", "\n", - "left pleural: C1 (0.00220): C2 (0.00441): C3 (0.01029): C4 (0.00234): C5 (0.00253): C6 (0.02217): C7 (0.01939): C8 (0.01960): C9 (0.00561): C10 (0.00342): \n", + "indication status: C1 (0.00077): C2 (0.00000): C3 (0.00112): C4 (0.00368): C5 (0.00000): C6 (0.00429): C7 (0.00128): C8 (0.00061): C9 (0.00000): C10 (0.00048): \n", "\n", - "left retrocardiac: C1 (0.00291): C2 (0.00000): C3 (0.00130): C4 (0.00000): C5 (0.00175): C6 (0.00459): C7 (0.00439): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "infectious process: C1 (0.00116): C2 (0.00000): C3 (0.00084): C4 (0.00000): C5 (0.00300): C6 (0.00000): C7 (0.00130): C8 (0.00215): C9 (0.00387): C10 (0.00240): \n", "\n", - "left subclavian: C1 (0.00506): C2 (0.00055): C3 (0.00086): C4 (0.00033): C5 (0.00184): C6 (0.00173): C7 (0.00129): C8 (0.00056): C9 (0.00120): C10 (0.00080): \n", + "infiltrate final: C1 (0.00400): C2 (0.00000): C3 (0.00000): C4 (0.00109): C5 (0.00030): C6 (0.00018): C7 (0.00407): C8 (0.00221): C9 (0.00000): C10 (0.00000): \n", "\n", - "left upper: C1 (0.00476): C2 (0.00575): C3 (0.00265): C4 (0.00203): C5 (0.00108): C6 (0.00019): C7 (0.00549): C8 (0.01010): C9 (0.01270): C10 (0.00987): \n", + "initial pre: C1 (0.00000): C2 (0.00000): C3 (0.00112): C4 (0.01589): C5 (0.00000): C6 (0.01041): C7 (0.00000): C8 (0.00360): C9 (0.00000): C10 (0.00000): \n", "\n", - "lesions identified: C1 (0.00000): C2 (0.00133): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00308): C9 (0.00192): C10 (0.00171): \n", + "internal jugular: C1 (0.00039): C2 (0.00000): C3 (0.00000): C4 (0.00556): C5 (0.00000): C6 (0.00626): C7 (0.00174): C8 (0.00380): C9 (0.00000): C10 (0.00000): \n", "\n", - "likely due: C1 (0.00089): C2 (0.00066): C3 (0.00344): C4 (0.00067): C5 (0.00110): C6 (0.00077): C7 (0.00136): C8 (0.00196): C9 (0.00222): C10 (0.00105): \n", + "interstitial edema: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00212): C5 (0.00000): C6 (0.00182): C7 (0.00658): C8 (0.00335): C9 (0.00000): C10 (0.00216): \n", "\n", - "likely representing: C1 (0.00070): C2 (0.00033): C3 (0.00168): C4 (0.00100): C5 (0.00223): C6 (0.00189): C7 (0.00092): C8 (0.00084): C9 (0.00178): C10 (0.00079): \n", + "interval change: C1 (0.00000): C2 (0.00769): C3 (0.00168): C4 (0.00710): C5 (0.00721): C6 (0.00236): C7 (0.01692): C8 (0.01940): C9 (0.00000): C10 (0.00000): \n", "\n", - "line placement: C1 (0.01631): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00022): C6 (0.00115): C7 (0.00151): C8 (0.00000): C9 (0.00015): C10 (0.00000): \n", + "interval improvement: C1 (0.00147): C2 (0.00000): C3 (0.00084): C4 (0.00387): C5 (0.00060): C6 (0.00182): C7 (0.00117): C8 (0.00490): C9 (0.00000): C10 (0.00000): \n", "\n", - "liver spleen: C1 (0.00000): C2 (0.00198): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00252): C9 (0.00429): C10 (0.00197): \n", + "intravenous contrast: C1 (0.00000): C2 (0.01085): C3 (0.01340): C4 (0.00000): C5 (0.00570): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00465): C10 (0.00385): \n", "\n", - "lobe atelectasis: C1 (0.00110): C2 (0.00077): C3 (0.00101): C4 (0.00100): C5 (0.00348): C6 (0.00165): C7 (0.00592): C8 (0.00168): C9 (0.00030): C10 (0.00066): \n", + "ionic contrast: C1 (0.00462): C2 (0.01628): C3 (0.00000): C4 (0.00000): C5 (0.00785): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01384): C10 (0.01490): \n", "\n", - "lobe consolidation: C1 (0.00102): C2 (0.00232): C3 (0.00087): C4 (0.00134): C5 (0.00331): C6 (0.00000): C7 (0.00553): C8 (0.00280): C9 (0.00206): C10 (0.00394): \n", + "iv contrast: C1 (0.00077): C2 (0.02895): C3 (0.03237): C4 (0.00000): C5 (0.02884): C6 (0.00000): C7 (0.00013): C8 (0.00000): C9 (0.02009): C10 (0.04110): \n", "\n", - "lobe opacity: C1 (0.00065): C2 (0.00011): C3 (0.00379): C4 (0.00000): C5 (0.00198): C6 (0.00071): C7 (0.00388): C8 (0.00028): C9 (0.00030): C10 (0.00066): \n", + "large right: C1 (0.00000): C2 (0.00090): C3 (0.00168): C4 (0.00000): C5 (0.00060): C6 (0.00071): C7 (0.00438): C8 (0.00016): C9 (0.01549): C10 (0.00144): \n", "\n", - "lobe pneumonia: C1 (0.00177): C2 (0.00077): C3 (0.00255): C4 (0.00000): C5 (0.00069): C6 (0.00000): C7 (0.00295): C8 (0.00252): C9 (0.00222): C10 (0.00184): \n", + "left base: C1 (0.00269): C2 (0.00000): C3 (0.00000): C4 (0.00266): C5 (0.00030): C6 (0.00450): C7 (0.00194): C8 (0.00116): C9 (0.00232): C10 (0.00168): \n", "\n", - "lobe right: C1 (0.00041): C2 (0.00143): C3 (0.00000): C4 (0.00067): C5 (0.00044): C6 (0.00000): C7 (0.00275): C8 (0.00308): C9 (0.00089): C10 (0.00276): \n", + "left lower: C1 (0.04887): C2 (0.01131): C3 (0.00447): C4 (0.00666): C5 (0.01591): C6 (0.01084): C7 (0.00323): C8 (0.02344): C9 (0.00775): C10 (0.00481): \n", "\n", - "location us: C1 (0.00637): C2 (0.00254): C3 (0.00666): C4 (0.00234): C5 (0.00660): C6 (0.01401): C7 (0.01063): C8 (0.00476): C9 (0.00459): C10 (0.00578): \n", + "left lung: C1 (0.00877): C2 (0.00090): C3 (0.00223): C4 (0.00837): C5 (0.00540): C6 (0.00144): C7 (0.00348): C8 (0.00188): C9 (0.00697): C10 (0.00144): \n", "\n", - "location usly: C1 (0.00280): C2 (0.00254): C3 (0.00531): C4 (0.00434): C5 (0.00217): C6 (0.00478): C7 (0.00408): C8 (0.00420): C9 (0.00296): C10 (0.00617): \n", + "left pleural: C1 (0.01466): C2 (0.00181): C3 (0.00000): C4 (0.01604): C5 (0.00546): C6 (0.00822): C7 (0.00758): C8 (0.00330): C9 (0.02386): C10 (0.00096): \n", "\n", - "lower lobe: C1 (0.01618): C2 (0.01876): C3 (0.02230): C4 (0.01410): C5 (0.02360): C6 (0.01018): C7 (0.04673): C8 (0.03554): C9 (0.02864): C10 (0.03036): \n", + "left retrocardiac: C1 (0.00128): C2 (0.00000): C3 (0.00000): C4 (0.00372): C5 (0.00000): C6 (0.00355): C7 (0.00250): C8 (0.00250): C9 (0.00000): C10 (0.00000): \n", "\n", - "lower lobes: C1 (0.00135): C2 (0.00518): C3 (0.00122): C4 (0.00434): C5 (0.00442): C6 (0.00244): C7 (0.00225): C8 (0.00364): C9 (0.00370): C10 (0.00578): \n", + "left side: C1 (0.00269): C2 (0.00000): C3 (0.00084): C4 (0.00027): C5 (0.00061): C6 (0.00434): C7 (0.00091): C8 (0.00000): C9 (0.00155): C10 (0.00201): \n", "\n", - "lower lung: C1 (0.00067): C2 (0.00055): C3 (0.00555): C4 (0.00033): C5 (0.00434): C6 (0.00231): C7 (0.00293): C8 (0.00140): C9 (0.00104): C10 (0.00039): \n", + "left sided: C1 (0.00231): C2 (0.00090): C3 (0.00084): C4 (0.00000): C5 (0.00060): C6 (0.00358): C7 (0.00237): C8 (0.00032): C9 (0.01239): C10 (0.00192): \n", "\n", - "lung apices: C1 (0.00022): C2 (0.00187): C3 (0.00234): C4 (0.00099): C5 (0.00066): C6 (0.00000): C7 (0.00064): C8 (0.00084): C9 (0.00207): C10 (0.00145): \n", + "left subclavian: C1 (0.00117): C2 (0.00000): C3 (0.00363): C4 (0.00557): C5 (0.00089): C6 (0.01250): C7 (0.00203): C8 (0.00043): C9 (0.00000): C10 (0.00000): \n", "\n", - "lung base: C1 (0.00643): C2 (0.00165): C3 (0.00988): C4 (0.00067): C5 (0.00037): C6 (0.00235): C7 (0.00715): C8 (0.00644): C9 (0.00266): C10 (0.00276): \n", + "left upper: C1 (0.01547): C2 (0.00588): C3 (0.00251): C4 (0.00370): C5 (0.01564): C6 (0.00125): C7 (0.00355): C8 (0.00231): C9 (0.00454): C10 (0.00120): \n", "\n", - "lung bases: C1 (0.00123): C2 (0.00451): C3 (0.00528): C4 (0.00568): C5 (0.00284): C6 (0.00272): C7 (0.00023): C8 (0.00084): C9 (0.00474): C10 (0.00276): \n", + "left ventricular: C1 (0.00727): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00214): C7 (0.00186): C8 (0.00415): C9 (0.00000): C10 (0.00000): \n", "\n", - "lymph node: C1 (0.00111): C2 (0.00396): C3 (0.00000): C4 (0.00105): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00337): C9 (0.00428): C10 (0.00591): \n", + "likely represents: C1 (0.00237): C2 (0.00000): C3 (0.00112): C4 (0.00107): C5 (0.00330): C6 (0.00193): C7 (0.00062): C8 (0.00095): C9 (0.00311): C10 (0.00216): \n", "\n", - "lymph nodes: C1 (0.00022): C2 (0.01366): C3 (0.00143): C4 (0.01203): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.01371): C9 (0.01407): C10 (0.01787): \n", + "line placement: C1 (0.00115): C2 (0.00000): C3 (0.00000): C4 (0.02362): C5 (0.00000): C6 (0.02146): C7 (0.00000): C8 (0.00138): C9 (0.00000): C10 (0.00048): \n", "\n", - "lytic blastic: C1 (0.00000): C2 (0.00154): C3 (0.00000): C4 (0.00200): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00192): C10 (0.00197): \n", + "line tip: C1 (0.00038): C2 (0.00090): C3 (0.00000): C4 (0.00348): C5 (0.00030): C6 (0.00564): C7 (0.00093): C8 (0.00440): C9 (0.00000): C10 (0.00000): \n", "\n", - "lytic sclerotic: C1 (0.00000): C2 (0.00254): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00364): C9 (0.00192): C10 (0.00263): \n", + "liver spleen: C1 (0.00000): C2 (0.00090): C3 (0.00865): C4 (0.00000): C5 (0.00300): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00387): C10 (0.00409): \n", "\n", - "made prior: C1 (0.00572): C2 (0.00055): C3 (0.00469): C4 (0.00067): C5 (0.00246): C6 (0.00359): C7 (0.00363): C8 (0.00056): C9 (0.00059): C10 (0.00066): \n", + "lobe atelectasis: C1 (0.00538): C2 (0.00271): C3 (0.00056): C4 (0.00212): C5 (0.00030): C6 (0.00197): C7 (0.00050): C8 (0.00332): C9 (0.00465): C10 (0.00144): \n", "\n", - "main pulmonary: C1 (0.00111): C2 (0.00298): C3 (0.00059): C4 (0.00100): C5 (0.00000): C6 (0.00497): C7 (0.00202): C8 (0.00056): C9 (0.00281): C10 (0.00250): \n", + "lobe consolidation: C1 (0.00986): C2 (0.00181): C3 (0.00056): C4 (0.00133): C5 (0.00360): C6 (0.00112): C7 (0.00000): C8 (0.00476): C9 (0.00000): C10 (0.00144): \n", "\n", - "may represent: C1 (0.00346): C2 (0.00257): C3 (0.00316): C4 (0.00315): C5 (0.00364): C6 (0.00303): C7 (0.00364): C8 (0.00140): C9 (0.00325): C10 (0.00293): \n", + "lobe pneumonia: C1 (0.01042): C2 (0.00814): C3 (0.00112): C4 (0.00110): C5 (0.00180): C6 (0.00000): C7 (0.00192): C8 (0.00134): C9 (0.00000): C10 (0.00000): \n", "\n", - "measuring mm: C1 (0.00000): C2 (0.00353): C3 (0.00029): C4 (0.00468): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00224): C9 (0.00118): C10 (0.00223): \n", + "lower lobe: C1 (0.07493): C2 (0.04025): C3 (0.00670): C4 (0.00666): C5 (0.03571): C6 (0.01299): C7 (0.00919): C8 (0.03462): C9 (0.04569): C10 (0.01298): \n", "\n", - "median sternotomy: C1 (0.00045): C2 (0.00022): C3 (0.00173): C4 (0.00100): C5 (0.00481): C6 (0.00707): C7 (0.00163): C8 (0.00000): C9 (0.00030): C10 (0.00092): \n", + "lower lobes: C1 (0.00154): C2 (0.00045): C3 (0.00196): C4 (0.00000): C5 (0.00481): C6 (0.00080): C7 (0.00240): C8 (0.00188): C9 (0.00155): C10 (0.00369): \n", "\n", - "mediastinal contours: C1 (0.00925): C2 (0.00000): C3 (0.00724): C4 (0.00000): C5 (0.00421): C6 (0.00500): C7 (0.00136): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "lower lung: C1 (0.00569): C2 (0.00090): C3 (0.00000): C4 (0.00029): C5 (0.00240): C6 (0.00018): C7 (0.00112): C8 (0.00477): C9 (0.00000): C10 (0.00048): \n", "\n", - "mediastinal hilar: C1 (0.00048): C2 (0.00342): C3 (0.00795): C4 (0.00134): C5 (0.00250): C6 (0.00319): C7 (0.00274): C8 (0.00140): C9 (0.00237): C10 (0.00315): \n", + "lung apices: C1 (0.00347): C2 (0.00090): C3 (0.00112): C4 (0.00054): C5 (0.00390): C6 (0.00000): C7 (0.00050): C8 (0.00000): C9 (0.00000): C10 (0.00505): \n", "\n", - "mediastinal lymph: C1 (0.00000): C2 (0.00463): C3 (0.00029): C4 (0.00301): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00531): C9 (0.00386): C10 (0.00933): \n", + "lung base: C1 (0.00725): C2 (0.00362): C3 (0.00670): C4 (0.00530): C5 (0.00270): C6 (0.00181): C7 (0.00626): C8 (0.00048): C9 (0.00465): C10 (0.00192): \n", "\n", - "middle lobe: C1 (0.00108): C2 (0.00573): C3 (0.00201): C4 (0.00234): C5 (0.00156): C6 (0.00000): C7 (0.00341): C8 (0.00672): C9 (0.00459): C10 (0.00775): \n", + "lung bases: C1 (0.00348): C2 (0.00000): C3 (0.01563): C4 (0.00106): C5 (0.00302): C6 (0.00171): C7 (0.00188): C8 (0.00211): C9 (0.00150): C10 (0.00889): \n", "\n", - "mitral valve: C1 (0.00131): C2 (0.00011): C3 (0.00000): C4 (0.00100): C5 (0.00157): C6 (0.00630): C7 (0.00317): C8 (0.00056): C9 (0.00133): C10 (0.00079): \n", + "lung volumes: C1 (0.00311): C2 (0.00000): C3 (0.00000): C4 (0.00212): C5 (0.00030): C6 (0.00087): C7 (0.00406): C8 (0.00342): C9 (0.00000): C10 (0.00000): \n", "\n", - "multifocal pneumonia: C1 (0.00047): C2 (0.00209): C3 (0.00086): C4 (0.00267): C5 (0.00464): C6 (0.00019): C7 (0.00360): C8 (0.00504): C9 (0.00296): C10 (0.00617): \n", + "lymph nodes: C1 (0.00077): C2 (0.02533): C3 (0.00782): C4 (0.00000): C5 (0.01383): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01157): C10 (0.01346): \n", "\n", - "multiplanar reformatted: C1 (0.00000): C2 (0.00353): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00196): C9 (0.00000): C10 (0.00158): \n", + "made prior: C1 (0.00154): C2 (0.00000): C3 (0.00223): C4 (0.00132): C5 (0.00179): C6 (0.00228): C7 (0.00535): C8 (0.00340): C9 (0.00465): C10 (0.00048): \n", "\n", - "name stitle: C1 (0.00196): C2 (0.00154): C3 (0.00144): C4 (0.00334): C5 (0.00092): C6 (0.00086): C7 (0.00215): C8 (0.00308): C9 (0.00089): C10 (0.00145): \n", + "main pulmonary: C1 (0.00077): C2 (0.00271): C3 (0.00391): C4 (0.00182): C5 (0.00270): C6 (0.00596): C7 (0.00075): C8 (0.00216): C9 (0.00310): C10 (0.00000): \n", "\n", - "name un: C1 (0.00200): C2 (0.00220): C3 (0.00257): C4 (0.00332): C5 (0.00022): C6 (0.00113): C7 (0.00048): C8 (0.00308): C9 (0.00118): C10 (0.00368): \n", + "may represent: C1 (0.00000): C2 (0.00181): C3 (0.01675): C4 (0.00291): C5 (0.00240): C6 (0.00117): C7 (0.00485): C8 (0.00264): C9 (0.00000): C10 (0.00553): \n", "\n", - "nasogastric tube: C1 (0.00796): C2 (0.00100): C3 (0.00290): C4 (0.00167): C5 (0.00450): C6 (0.00353): C7 (0.00324): C8 (0.00057): C9 (0.00133): C10 (0.00131): \n", + "median sternotomy: C1 (0.00109): C2 (0.00000): C3 (0.00000): C4 (0.00027): C5 (0.00240): C6 (0.00382): C7 (0.00545): C8 (0.00003): C9 (0.00155): C10 (0.00000): \n", "\n", - "ng tube: C1 (0.01769): C2 (0.00165): C3 (0.00000): C4 (0.00167): C5 (0.00460): C6 (0.00225): C7 (0.00248): C8 (0.00196): C9 (0.00133): C10 (0.00092): \n", + "mediastinal contours: C1 (0.00426): C2 (0.00000): C3 (0.00084): C4 (0.00295): C5 (0.00030): C6 (0.00184): C7 (0.00581): C8 (0.00602): C9 (0.00000): C10 (0.00000): \n", "\n", - "non ionic: C1 (0.00000): C2 (0.00673): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01242): C10 (0.00000): \n", + "mediastinal hilar: C1 (0.00394): C2 (0.00407): C3 (0.00000): C4 (0.00053): C5 (0.00210): C6 (0.00089): C7 (0.00256): C8 (0.00289): C9 (0.00000): C10 (0.00000): \n", "\n", - "normal caliber: C1 (0.00000): C2 (0.00265): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00219): C9 (0.00106): C10 (0.00171): \n", + "mediastinal lymph: C1 (0.00000): C2 (0.00498): C3 (0.00279): C4 (0.00000): C5 (0.00480): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00852): C10 (0.00529): \n", "\n", - "normal limits: C1 (0.00370): C2 (0.00121): C3 (0.00840): C4 (0.00134): C5 (0.00309): C6 (0.00188): C7 (0.00188): C8 (0.00168): C9 (0.00281): C10 (0.00053): \n", + "middle lobe: C1 (0.00772): C2 (0.00045): C3 (0.00000): C4 (0.00000): C5 (0.00483): C6 (0.00075): C7 (0.00000): C8 (0.00281): C9 (0.01921): C10 (0.00578): \n", "\n", - "normal size: C1 (0.00068): C2 (0.00223): C3 (0.00423): C4 (0.00281): C5 (0.00139): C6 (0.00113): C7 (0.00045): C8 (0.00197): C9 (0.00133): C10 (0.00214): \n", + "multifocal pneumonia: C1 (0.00234): C2 (0.00181): C3 (0.00307): C4 (0.00069): C5 (0.00270): C6 (0.00056): C7 (0.00034): C8 (0.01001): C9 (0.00000): C10 (0.00120): \n", "\n", - "note made: C1 (0.00388): C2 (0.00309): C3 (0.00213): C4 (0.00434): C5 (0.00155): C6 (0.00231): C7 (0.00227): C8 (0.00168): C9 (0.00429): C10 (0.00302): \n", + "name stitle: C1 (0.00000): C2 (0.00363): C3 (0.00168): C4 (0.00340): C5 (0.00394): C6 (0.00112): C7 (0.00193): C8 (0.00050): C9 (0.00174): C10 (0.00000): \n", "\n", - "obtained chest: C1 (0.00022): C2 (0.00220): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00196): C9 (0.00133): C10 (0.00105): \n", + "nasogastric tube: C1 (0.00109): C2 (0.00181): C3 (0.00084): C4 (0.00799): C5 (0.00030): C6 (0.01633): C7 (0.00053): C8 (0.00527): C9 (0.00310): C10 (0.00144): \n", "\n", - "opacity left: C1 (0.00553): C2 (0.00066): C3 (0.00318): C4 (0.00000): C5 (0.00114): C6 (0.00189): C7 (0.00340): C8 (0.00084): C9 (0.00074): C10 (0.00105): \n", + "ng tube: C1 (0.00717): C2 (0.00090): C3 (0.00279): C4 (0.00561): C5 (0.00630): C6 (0.01780): C7 (0.00115): C8 (0.01694): C9 (0.00077): C10 (0.00144): \n", "\n", - "opacity right: C1 (0.00282): C2 (0.00077): C3 (0.00515): C4 (0.00000): C5 (0.00000): C6 (0.00272): C7 (0.00547): C8 (0.00084): C9 (0.00089): C10 (0.00092): \n", - "\n", - "optiray amt: C1 (0.00000): C2 (0.02171): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00045): C8 (0.00840): C9 (0.02634): C10 (0.00000): \n", - "\n", - "oral contrast: C1 (0.00000): C2 (0.00088): C3 (0.00029): C4 (0.00899): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00588): C9 (0.00176): C10 (0.00265): \n", - "\n", - "osseous structures: C1 (0.00305): C2 (0.00464): C3 (0.00761): C4 (0.00370): C5 (0.00623): C6 (0.00392): C7 (0.00184): C8 (0.00336): C9 (0.00398): C10 (0.00340): \n", - "\n", - "patchy opacities: C1 (0.00441): C2 (0.00154): C3 (0.00114): C4 (0.00136): C5 (0.00160): C6 (0.00151): C7 (0.00363): C8 (0.00112): C9 (0.00191): C10 (0.00118): \n", - "\n", - "pathologically enlarged: C1 (0.00000): C2 (0.00397): C3 (0.00000): C4 (0.00434): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00588): C9 (0.00103): C10 (0.00210): \n", - "\n", - "patient status: C1 (0.00067): C2 (0.00143): C3 (0.00231): C4 (0.00401): C5 (0.00283): C6 (0.00555): C7 (0.00026): C8 (0.00196): C9 (0.00074): C10 (0.00158): \n", - "\n", - "pe contraindications: C1 (0.00000): C2 (0.00738): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", - "\n", - "pelvis contrast: C1 (0.00000): C2 (0.00033): C3 (0.00000): C4 (0.02071): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00924): C9 (0.00251): C10 (0.00000): \n", - "\n", - "performed without: C1 (0.00000): C2 (0.00022): C3 (0.00000): C4 (0.00067): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00000): C10 (0.00578): \n", - "\n", - "pericardial effusion: C1 (0.00000): C2 (0.00926): C3 (0.00000): C4 (0.01038): C5 (0.00000): C6 (0.00286): C7 (0.00158): C8 (0.01092): C9 (0.01182): C10 (0.01275): \n", - "\n", - "physician initial: C1 (0.00653): C2 (0.00000): C3 (0.00252): C4 (0.00000): C5 (0.00000): C6 (0.00150): C7 (0.00091): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", - "\n", - "picc line: C1 (0.01062): C2 (0.00022): C3 (0.00158): C4 (0.00000): C5 (0.00222): C6 (0.00230): C7 (0.00286): C8 (0.00084): C9 (0.00015): C10 (0.00066): \n", - "\n", - "placement final: C1 (0.00966): C2 (0.00011): C3 (0.00088): C4 (0.00000): C5 (0.00136): C6 (0.00080): C7 (0.00094): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", - "\n", - "please assess: C1 (0.00312): C2 (0.00122): C3 (0.00000): C4 (0.00401): C5 (0.00615): C6 (0.00253): C7 (0.00655): C8 (0.00498): C9 (0.00239): C10 (0.00000): \n", + "non ionic: C1 (0.00462): C2 (0.01628): C3 (0.00000): C4 (0.00000): C5 (0.00785): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01384): C10 (0.01490): \n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "nonionic contrast: C1 (0.00000): C2 (0.01900): C3 (0.01815): C4 (0.00000): C5 (0.00390): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01084): C10 (0.00360): \n", "\n", - "please eval: C1 (0.00801): C2 (0.00409): C3 (0.00000): C4 (0.00067): C5 (0.00797): C6 (0.00076): C7 (0.01108): C8 (0.00280): C9 (0.00205): C10 (0.00263): \n", + "normal limits: C1 (0.00501): C2 (0.00000): C3 (0.00000): C4 (0.00054): C5 (0.00270): C6 (0.00126): C7 (0.00292): C8 (0.00119): C9 (0.00000): C10 (0.00264): \n", "\n", - "please evaluate: C1 (0.00441): C2 (0.00221): C3 (0.00059): C4 (0.00264): C5 (0.00711): C6 (0.00020): C7 (0.01267): C8 (0.00196): C9 (0.00670): C10 (0.00522): \n", + "normal size: C1 (0.00000): C2 (0.00090): C3 (0.00168): C4 (0.00289): C5 (0.00060): C6 (0.00020): C7 (0.00327): C8 (0.00108): C9 (0.00000): C10 (0.00000): \n", "\n", - "pleural effusion: C1 (0.01035): C2 (0.01433): C3 (0.03009): C4 (0.01236): C5 (0.00979): C6 (0.08765): C7 (0.08288): C8 (0.05650): C9 (0.02433): C10 (0.01455): \n", + "note made: C1 (0.00661): C2 (0.00000): C3 (0.00084): C4 (0.00000): C5 (0.00756): C6 (0.00128): C7 (0.00289): C8 (0.00095): C9 (0.00643): C10 (0.00674): \n", "\n", - "pleural effusions: C1 (0.01424): C2 (0.01169): C3 (0.00963): C4 (0.02340): C5 (0.07634): C6 (0.02965): C7 (0.00698): C8 (0.00363): C9 (0.01627): C10 (0.02075): \n", + "obtained lung: C1 (0.00308): C2 (0.00000): C3 (0.00754): C4 (0.00000): C5 (0.00240): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00505): \n", "\n", - "pleural thickening: C1 (0.00198): C2 (0.00110): C3 (0.00750): C4 (0.00000): C5 (0.00128): C6 (0.00042): C7 (0.00023): C8 (0.00196): C9 (0.00059): C10 (0.00145): \n", + "opacity left: C1 (0.00549): C2 (0.00362): C3 (0.00000): C4 (0.00159): C5 (0.00150): C6 (0.00214): C7 (0.00247): C8 (0.00095): C9 (0.00000): C10 (0.00120): \n", "\n", - "pneumonia final: C1 (0.00069): C2 (0.00066): C3 (0.00343): C4 (0.00367): C5 (0.00157): C6 (0.00039): C7 (0.00244): C8 (0.00224): C9 (0.00059): C10 (0.00565): \n", + "opacity right: C1 (0.00573): C2 (0.00181): C3 (0.00168): C4 (0.00026): C5 (0.00090): C6 (0.00110): C7 (0.00519): C8 (0.00088): C9 (0.00000): C10 (0.00000): \n", "\n", - "pneumonia underlying: C1 (0.00443): C2 (0.00056): C3 (0.00501): C4 (0.00307): C5 (0.00325): C6 (0.00135): C7 (0.00775): C8 (0.00170): C9 (0.00030): C10 (0.00569): \n", + "optiray amt: C1 (0.00539): C2 (0.02804): C3 (0.02150): C4 (0.00000): C5 (0.01535): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01539): C10 (0.01394): \n", "\n", - "pneumothorax identified: C1 (0.00339): C2 (0.00011): C3 (0.00315): C4 (0.00000): C5 (0.00329): C6 (0.00303): C7 (0.00161): C8 (0.00028): C9 (0.00000): C10 (0.00066): \n", + "osseous structures: C1 (0.00472): C2 (0.00678): C3 (0.00391): C4 (0.00000): C5 (0.00542): C6 (0.00235): C7 (0.00751): C8 (0.00230): C9 (0.00382): C10 (0.00264): \n", "\n", - "pre number: C1 (0.00653): C2 (0.00000): C3 (0.00252): C4 (0.00000): C5 (0.00000): C6 (0.00150): C7 (0.00091): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "pelvis contrast: C1 (0.00000): C2 (0.00000): C3 (0.01591): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01202): \n", "\n", - "prior chest: C1 (0.00416): C2 (0.00176): C3 (0.00262): C4 (0.00033): C5 (0.00158): C6 (0.00191): C7 (0.00272): C8 (0.00112): C9 (0.00148): C10 (0.00302): \n", + "pericardial effusion: C1 (0.00231): C2 (0.00271): C3 (0.00447): C4 (0.00159): C5 (0.00661): C6 (0.00000): C7 (0.00000): C8 (0.00016): C9 (0.00542): C10 (0.00937): \n", "\n", - "prior study: C1 (0.01070): C2 (0.00373): C3 (0.00720): C4 (0.00468): C5 (0.00966): C6 (0.00593): C7 (0.00999): C8 (0.00308): C9 (0.00935): C10 (0.00539): \n", + "perihilar haziness: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00266): C5 (0.00000): C6 (0.00285): C7 (0.00362): C8 (0.00081): C9 (0.00000): C10 (0.00000): \n", "\n", - "provisional findings: C1 (0.00201): C2 (0.00099): C3 (0.00029): C4 (0.00200): C5 (0.00265): C6 (0.00184): C7 (0.00347): C8 (0.00196): C9 (0.00059): C10 (0.00210): \n", + "physician initial: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01589): C5 (0.00000): C6 (0.01041): C7 (0.00000): C8 (0.00360): C9 (0.00000): C10 (0.00000): \n", "\n", - "pulmonary arterial: C1 (0.00022): C2 (0.00331): C3 (0.00201): C4 (0.00000): C5 (0.00000): C6 (0.00038): C7 (0.00000): C8 (0.00000): C9 (0.00148): C10 (0.00092): \n", + "picc line: C1 (0.00193): C2 (0.00000): C3 (0.00000): C4 (0.00331): C5 (0.00000): C6 (0.00833): C7 (0.00283): C8 (0.00114): C9 (0.00000): C10 (0.00000): \n", "\n", - "pulmonary arteries: C1 (0.00045): C2 (0.00628): C3 (0.00229): C4 (0.00033): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00084): C9 (0.00208): C10 (0.00145): \n", + "placement final: C1 (0.00115): C2 (0.00000): C3 (0.00000): C4 (0.00766): C5 (0.00000): C6 (0.01287): C7 (0.00024): C8 (0.00585): C9 (0.00000): C10 (0.00048): \n", "\n", - "pulmonary artery: C1 (0.00267): C2 (0.00606): C3 (0.00116): C4 (0.00267): C5 (0.00232): C6 (0.00733): C7 (0.00365): C8 (0.00168): C9 (0.00488): C10 (0.00355): \n", + "please assess: C1 (0.00305): C2 (0.00090): C3 (0.00084): C4 (0.00372): C5 (0.00571): C6 (0.00074): C7 (0.00644): C8 (0.00687): C9 (0.00000): C10 (0.00000): \n", "\n", - "pulmonary edema: C1 (0.00716): C2 (0.00430): C3 (0.00803): C4 (0.00401): C5 (0.03713): C6 (0.03583): C7 (0.01780): C8 (0.00336): C9 (0.00104): C10 (0.00407): \n", + "please eval: C1 (0.00723): C2 (0.00271): C3 (0.00335): C4 (0.00324): C5 (0.00719): C6 (0.00323): C7 (0.00458): C8 (0.00732): C9 (0.00000): C10 (0.00433): \n", "\n", - "pulmonary embolism: C1 (0.00022): C2 (0.02280): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00056): C9 (0.00210): C10 (0.00000): \n", + "please evaluate: C1 (0.00309): C2 (0.00724): C3 (0.00419): C4 (0.00263): C5 (0.00811): C6 (0.00742): C7 (0.00736): C8 (0.00200): C9 (0.00000): C10 (0.00168): \n", "\n", - "pulmonary vascular: C1 (0.00256): C2 (0.00011): C3 (0.00241): C4 (0.00000): C5 (0.00265): C6 (0.00366): C7 (0.00293): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pulmonary vascularity: C1 (0.00134): C2 (0.00000): C3 (0.00454): C4 (0.00033): C5 (0.00348): C6 (0.00136): C7 (0.00119): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "pleural effusion: C1 (0.03012): C2 (0.00725): C3 (0.00754): C4 (0.05334): C5 (0.01877): C6 (0.02479): C7 (0.04734): C8 (0.01340): C9 (0.07251): C10 (0.01129): \n", "\n", - "pulmonary vasculature: C1 (0.00193): C2 (0.00099): C3 (0.00536): C4 (0.00000): C5 (0.00361): C6 (0.00447): C7 (0.00316): C8 (0.00000): C9 (0.00030): C10 (0.00000): \n", + "pleural effusions: C1 (0.00958): C2 (0.01945): C3 (0.01748): C4 (0.01800): C5 (0.02253): C6 (0.02400): C7 (0.03418): C8 (0.02627): C9 (0.00000): C10 (0.02398): \n", "\n", - "radiograph chest: C1 (0.00095): C2 (0.00000): C3 (0.00346): C4 (0.00000): C5 (0.00197): C6 (0.00345): C7 (0.00378): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "pneumonia chf: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00339): C7 (0.00501): C8 (0.00173): C9 (0.00000): C10 (0.00000): \n", "\n", - "radiology ct: C1 (0.00000): C2 (0.00276): C3 (0.00000): C4 (0.01136): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00588): C9 (0.00917): C10 (0.00000): \n", + "pneumonia final: C1 (0.00512): C2 (0.00090): C3 (0.00056): C4 (0.00052): C5 (0.00180): C6 (0.00000): C7 (0.00261): C8 (0.00187): C9 (0.00000): C10 (0.00024): \n", "\n", - "reason assess: C1 (0.00388): C2 (0.00110): C3 (0.00187): C4 (0.00200): C5 (0.00463): C6 (0.00459): C7 (0.00229): C8 (0.00140): C9 (0.00074): C10 (0.00197): \n", + "pneumonia underlying: C1 (0.00356): C2 (0.00000): C3 (0.00000): C4 (0.00146): C5 (0.00210): C6 (0.00114): C7 (0.00362): C8 (0.00664): C9 (0.00077): C10 (0.00024): \n", "\n", - "reason eval: C1 (0.00549): C2 (0.00342): C3 (0.01034): C4 (0.00367): C5 (0.00536): C6 (0.00817): C7 (0.00324): C8 (0.00140): C9 (0.00192): C10 (0.00500): \n", + "pneumothorax identified: C1 (0.00200): C2 (0.00000): C3 (0.00000): C4 (0.00322): C5 (0.00000): C6 (0.00463): C7 (0.00133): C8 (0.00080): C9 (0.00465): C10 (0.00000): \n", "\n", - "reason evaluate: C1 (0.00135): C2 (0.00254): C3 (0.00707): C4 (0.00434): C5 (0.00256): C6 (0.00702): C7 (0.00135): C8 (0.00168): C9 (0.00252): C10 (0.00631): \n", + "pneumothorax impression: C1 (0.00230): C2 (0.00000): C3 (0.00000): C4 (0.00160): C5 (0.00000): C6 (0.00296): C7 (0.00415): C8 (0.00493): C9 (0.00000): C10 (0.00000): \n", "\n", - "reason please: C1 (0.00986): C2 (0.00519): C3 (0.00000): C4 (0.00329): C5 (0.00937): C6 (0.00111): C7 (0.01346): C8 (0.00840): C9 (0.00576): C10 (0.00606): \n", + "pneumothorax seen: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00212): C5 (0.00000): C6 (0.00483): C7 (0.00116): C8 (0.00089): C9 (0.00000): C10 (0.00000): \n", "\n", - "recons clip: C1 (0.00000): C2 (0.01411): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "port line: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00796): C5 (0.00000): C6 (0.00357): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", "\n", - "recons ct: C1 (0.00000): C2 (0.01014): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00059): C10 (0.00000): \n", + "pre number: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01589): C5 (0.00000): C6 (0.01041): C7 (0.00000): C8 (0.00360): C9 (0.00000): C10 (0.00000): \n", "\n", - "reformatted images: C1 (0.00000): C2 (0.00585): C3 (0.00000): C4 (0.00396): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00476): C9 (0.00073): C10 (0.00461): \n", + "previous study: C1 (0.00463): C2 (0.00271): C3 (0.00000): C4 (0.00460): C5 (0.00180): C6 (0.00278): C7 (0.00309): C8 (0.00148): C9 (0.00541): C10 (0.00288): \n", "\n", - "renal failure: C1 (0.00352): C2 (0.00033): C3 (0.00000): C4 (0.00434): C5 (0.00178): C6 (0.00076): C7 (0.00275): C8 (0.00280): C9 (0.00000): C10 (0.00118): \n", + "prior exam: C1 (0.00000): C2 (0.00090): C3 (0.00279): C4 (0.00106): C5 (0.00060): C6 (0.00085): C7 (0.00345): C8 (0.00264): C9 (0.00000): C10 (0.00384): \n", "\n", - "report chest: C1 (0.00886): C2 (0.00033): C3 (0.01384): C4 (0.00000): C5 (0.00694): C6 (0.00706): C7 (0.00874): C8 (0.00084): C9 (0.00044): C10 (0.00145): \n", + "prior film: C1 (0.00079): C2 (0.00000): C3 (0.00000): C4 (0.00053): C5 (0.00000): C6 (0.00000): C7 (0.00435): C8 (0.00351): C9 (0.00000): C10 (0.00000): \n", "\n", - "report clinical: C1 (0.00397): C2 (0.00044): C3 (0.00320): C4 (0.00039): C5 (0.00198): C6 (0.00249): C7 (0.00000): C8 (0.00028): C9 (0.00108): C10 (0.00060): \n", + "prior study: C1 (0.00926): C2 (0.00543): C3 (0.00000): C4 (0.00000): C5 (0.00720): C6 (0.00930): C7 (0.00945): C8 (0.01174): C9 (0.01239): C10 (0.00985): \n", "\n", - "report cont: C1 (0.00067): C2 (0.01146): C3 (0.00029): C4 (0.01505): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.01568): C9 (0.01405): C10 (0.01537): \n", + "pulm edema: C1 (0.00151): C2 (0.00045): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00255): C7 (0.00205): C8 (0.01048): C9 (0.00000): C10 (0.00000): \n", "\n", - "report ct: C1 (0.00000): C2 (0.00066): C3 (0.00000): C4 (0.00234): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00084): C9 (0.00193): C10 (0.00315): \n", + "pulmonary artery: C1 (0.00000): C2 (0.00407): C3 (0.00447): C4 (0.00237): C5 (0.00480): C6 (0.01173): C7 (0.00326): C8 (0.00714): C9 (0.00155): C10 (0.00000): \n", "\n", - "report history: C1 (0.00918): C2 (0.00316): C3 (0.00803): C4 (0.00354): C5 (0.00937): C6 (0.00493): C7 (0.00605): C8 (0.00480): C9 (0.00104): C10 (0.00243): \n", + "pulmonary edema: C1 (0.00117): C2 (0.00317): C3 (0.00000): C4 (0.04181): C5 (0.00779): C6 (0.00630): C7 (0.02207): C8 (0.03567): C9 (0.00387): C10 (0.00769): \n", "\n", - "report indication: C1 (0.01864): C2 (0.00775): C3 (0.02150): C4 (0.01023): C5 (0.02285): C6 (0.02044): C7 (0.01868): C8 (0.00532): C9 (0.00805): C10 (0.00738): \n", + "pulmonary vascular: C1 (0.00116): C2 (0.00000): C3 (0.00000): C4 (0.00322): C5 (0.00000): C6 (0.00504): C7 (0.00543): C8 (0.00305): C9 (0.00000): C10 (0.00000): \n", "\n", - "report indications: C1 (0.00281): C2 (0.00022): C3 (0.00111): C4 (0.00000): C5 (0.00225): C6 (0.00194): C7 (0.00163): C8 (0.00000): C9 (0.00044): C10 (0.00053): \n", + "pulmonary vasculature: C1 (0.00412): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00090): C6 (0.00291): C7 (0.00635): C8 (0.00273): C9 (0.00000): C10 (0.00000): \n", "\n", - "resp distress: C1 (0.00617): C2 (0.00044): C3 (0.00211): C4 (0.00100): C5 (0.00147): C6 (0.00040): C7 (0.00297): C8 (0.00000): C9 (0.00074): C10 (0.00040): \n", + "radiograph chest: C1 (0.00160): C2 (0.00000): C3 (0.00000): C4 (0.00374): C5 (0.00000): C6 (0.00113): C7 (0.00293): C8 (0.00207): C9 (0.00155): C10 (0.00000): \n", "\n", - "respiratory distress: C1 (0.01497): C2 (0.00342): C3 (0.01541): C4 (0.00000): C5 (0.00317): C6 (0.00362): C7 (0.00739): C8 (0.00112): C9 (0.00207): C10 (0.00145): \n", + "radiology ct: C1 (0.00000): C2 (0.01357): C3 (0.02345): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01586): \n", "\n", - "respiratory failure: C1 (0.00130): C2 (0.00176): C3 (0.00000): C4 (0.00301): C5 (0.00284): C6 (0.00084): C7 (0.00361): C8 (0.00028): C9 (0.00178): C10 (0.00079): \n", + "reason assess: C1 (0.00000): C2 (0.00181): C3 (0.00000): C4 (0.00183): C5 (0.00060): C6 (0.00000): C7 (0.00514): C8 (0.00396): C9 (0.00696): C10 (0.00000): \n", "\n", - "rib fractures: C1 (0.00023): C2 (0.00121): C3 (0.00401): C4 (0.00033): C5 (0.00066): C6 (0.00019): C7 (0.00023): C8 (0.00252): C9 (0.00060): C10 (0.00289): \n", + "reason chf: C1 (0.00386): C2 (0.00000): C3 (0.00000): C4 (0.00159): C5 (0.00060): C6 (0.00000): C7 (0.00563): C8 (0.00016): C9 (0.00000): C10 (0.00000): \n", "\n", - "right atrium: C1 (0.00134): C2 (0.00055): C3 (0.00000): C4 (0.00135): C5 (0.00272): C6 (0.00468): C7 (0.00300): C8 (0.00084): C9 (0.00044): C10 (0.00183): \n", + "reason eval: C1 (0.00192): C2 (0.00000): C3 (0.00503): C4 (0.00271): C5 (0.00184): C6 (0.00360): C7 (0.00783): C8 (0.00664): C9 (0.00300): C10 (0.00144): \n", "\n", - "right base: C1 (0.00335): C2 (0.00022): C3 (0.00286): C4 (0.00000): C5 (0.00000): C6 (0.00284): C7 (0.00160): C8 (0.00112): C9 (0.00133): C10 (0.00053): \n", + "reason evaluate: C1 (0.00196): C2 (0.00000): C3 (0.00000): C4 (0.00618): C5 (0.00180): C6 (0.00636): C7 (0.00528): C8 (0.00565): C9 (0.00000): C10 (0.00240): \n", "\n", - "right greater: C1 (0.00022): C2 (0.00231): C3 (0.00000): C4 (0.00067): C5 (0.00643): C6 (0.00057): C7 (0.00000): C8 (0.00028): C9 (0.00148): C10 (0.00302): \n", + "reason please: C1 (0.00532): C2 (0.00543): C3 (0.00000): C4 (0.00586): C5 (0.01260): C6 (0.00637): C7 (0.00737): C8 (0.00702): C9 (0.00785): C10 (0.00240): \n", "\n", - "right hilar: C1 (0.00111): C2 (0.00320): C3 (0.00143): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00136): C8 (0.00168): C9 (0.00237): C10 (0.00131): \n", + "report chest: C1 (0.00818): C2 (0.00000): C3 (0.00000): C4 (0.01632): C5 (0.00000): C6 (0.00521): C7 (0.00876): C8 (0.01043): C9 (0.00000): C10 (0.00000): \n", "\n", - "right ij: C1 (0.00817): C2 (0.00033): C3 (0.00029): C4 (0.00067): C5 (0.00513): C6 (0.00289): C7 (0.00315): C8 (0.00028): C9 (0.00000): C10 (0.00000): \n", + "report clinical: C1 (0.00279): C2 (0.00090): C3 (0.00056): C4 (0.00000): C5 (0.00121): C6 (0.00433): C7 (0.00208): C8 (0.00245): C9 (0.00000): C10 (0.00057): \n", "\n", - "right internal: C1 (0.00376): C2 (0.00011): C3 (0.00000): C4 (0.00000): C5 (0.00180): C6 (0.00319): C7 (0.00074): C8 (0.00000): C9 (0.00044): C10 (0.00053): \n", + "report cont: C1 (0.00231): C2 (0.01266): C3 (0.01619): C4 (0.00000): C5 (0.01563): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.01079): C10 (0.01514): \n", "\n", - "right left: C1 (0.00070): C2 (0.00220): C3 (0.00058): C4 (0.00136): C5 (0.00096): C6 (0.00146): C7 (0.00042): C8 (0.00084): C9 (0.00206): C10 (0.00276): \n", + "report history: C1 (0.00317): C2 (0.01115): C3 (0.00345): C4 (0.00656): C5 (0.00224): C6 (0.00625): C7 (0.00630): C8 (0.00912): C9 (0.00000): C10 (0.00228): \n", "\n", - "right lower: C1 (0.00691): C2 (0.01048): C3 (0.01464): C4 (0.00804): C5 (0.00470): C6 (0.00221): C7 (0.01877): C8 (0.02182): C9 (0.01522): C10 (0.01447): \n", + "report indication: C1 (0.02025): C2 (0.00693): C3 (0.01018): C4 (0.01326): C5 (0.01210): C6 (0.01303): C7 (0.02939): C8 (0.01862): C9 (0.01413): C10 (0.01406): \n", "\n", - "right lung: C1 (0.00708): C2 (0.00309): C3 (0.00980): C4 (0.00167): C5 (0.00155): C6 (0.00362): C7 (0.00882): C8 (0.00952): C9 (0.00503): C10 (0.00565): \n", + "report indications: C1 (0.00077): C2 (0.00000): C3 (0.00084): C4 (0.00107): C5 (0.00180): C6 (0.00287): C7 (0.00209): C8 (0.00253): C9 (0.00320): C10 (0.00000): \n", "\n", - "right middle: C1 (0.00130): C2 (0.00617): C3 (0.00343): C4 (0.00334): C5 (0.00201): C6 (0.00057): C7 (0.00500): C8 (0.00840): C9 (0.00548): C10 (0.00801): \n", + "resp distress: C1 (0.00039): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00036): C7 (0.00078): C8 (0.00596): C9 (0.00000): C10 (0.00120): \n", "\n", - "right pleural: C1 (0.00143): C2 (0.00551): C3 (0.00498): C4 (0.00200): C5 (0.00045): C6 (0.02804): C7 (0.02225): C8 (0.01764): C9 (0.00532): C10 (0.00421): \n", + "respiratory distress: C1 (0.00399): C2 (0.00829): C3 (0.00000): C4 (0.00379): C5 (0.00000): C6 (0.00032): C7 (0.00156): C8 (0.00707): C9 (0.00000): C10 (0.00000): \n", "\n", - "right sided: C1 (0.00284): C2 (0.00044): C3 (0.00000): C4 (0.00100): C5 (0.00067): C6 (0.00097): C7 (0.00455): C8 (0.00168): C9 (0.00296): C10 (0.00039): \n", + "respiratory failure: C1 (0.00355): C2 (0.00452): C3 (0.00000): C4 (0.00380): C5 (0.00090): C6 (0.00000): C7 (0.00435): C8 (0.00437): C9 (0.00232): C10 (0.00192): \n", "\n", - "right upper: C1 (0.00580): C2 (0.00849): C3 (0.00436): C4 (0.00334): C5 (0.00427): C6 (0.00077): C7 (0.01389): C8 (0.01148): C9 (0.00917): C10 (0.01997): \n", + "retrocardiac opacity: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00292): C5 (0.00000): C6 (0.00500): C7 (0.00240): C8 (0.00265): C9 (0.00000): C10 (0.00000): \n", "\n", - "satisfactory position: C1 (0.00901): C2 (0.00011): C3 (0.00086): C4 (0.00033): C5 (0.00202): C6 (0.00179): C7 (0.00227): C8 (0.00000): C9 (0.00059): C10 (0.00053): \n", + "retroperitoneal bleed: C1 (0.00000): C2 (0.00000): C3 (0.00112): C4 (0.01115): C5 (0.00000): C6 (0.00678): C7 (0.00025): C8 (0.00000): C9 (0.00000): C10 (0.00817): \n", "\n", - "seen left: C1 (0.00088): C2 (0.00089): C3 (0.00172): C4 (0.00067): C5 (0.00000): C6 (0.00099): C7 (0.00200): C8 (0.00168): C9 (0.00147): C10 (0.00079): \n", + "right atrium: C1 (0.00550): C2 (0.00271): C3 (0.00000): C4 (0.00532): C5 (0.00060): C6 (0.00345): C7 (0.00618): C8 (0.00458): C9 (0.00000): C10 (0.00096): \n", "\n", - "seen right: C1 (0.00266): C2 (0.00165): C3 (0.00143): C4 (0.00033): C5 (0.00150): C6 (0.00060): C7 (0.00116): C8 (0.00224): C9 (0.00178): C10 (0.00158): \n", + "right ij: C1 (0.00266): C2 (0.00000): C3 (0.00000): C4 (0.00744): C5 (0.00000): C6 (0.00785): C7 (0.00000): C8 (0.01469): C9 (0.00000): C10 (0.00000): \n", "\n", - "seen within: C1 (0.00154): C2 (0.00241): C3 (0.00115): C4 (0.00200): C5 (0.00067): C6 (0.00095): C7 (0.00000): C8 (0.00281): C9 (0.00520): C10 (0.00329): \n", + "right internal: C1 (0.00039): C2 (0.00000): C3 (0.00000): C4 (0.00556): C5 (0.00000): C6 (0.00501): C7 (0.00089): C8 (0.00314): C9 (0.00000): C10 (0.00000): \n", "\n", - "severe emphysema: C1 (0.00631): C2 (0.00144): C3 (0.00731): C4 (0.00000): C5 (0.00092): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00073): C10 (0.00289): \n", + "right lower: C1 (0.03203): C2 (0.02895): C3 (0.00391): C4 (0.00000): C5 (0.02110): C6 (0.00125): C7 (0.00552): C8 (0.01449): C9 (0.03762): C10 (0.00772): \n", "\n", - "shortness breath: C1 (0.00362): C2 (0.00497): C3 (0.02230): C4 (0.00167): C5 (0.00963): C6 (0.00678): C7 (0.00515): C8 (0.00028): C9 (0.00223): C10 (0.00448): \n", + "right lung: C1 (0.01496): C2 (0.00226): C3 (0.00307): C4 (0.00529): C5 (0.00360): C6 (0.00181): C7 (0.00778): C8 (0.00173): C9 (0.01781): C10 (0.00192): \n", "\n", - "sided pleural: C1 (0.00000): C2 (0.00011): C3 (0.00000): C4 (0.00100): C5 (0.00086): C6 (0.00189): C7 (0.00616): C8 (0.00140): C9 (0.00163): C10 (0.00066): \n", + "right middle: C1 (0.00962): C2 (0.00136): C3 (0.00000): C4 (0.00000): C5 (0.00633): C6 (0.00093): C7 (0.00000): C8 (0.00313): C9 (0.01692): C10 (0.00722): \n", "\n", - "significant change: C1 (0.00307): C2 (0.00011): C3 (0.00648): C4 (0.00067): C5 (0.00237): C6 (0.00273): C7 (0.00103): C8 (0.00000): C9 (0.00133): C10 (0.00013): \n", + "right pleural: C1 (0.00810): C2 (0.00226): C3 (0.00168): C4 (0.01242): C5 (0.00603): C6 (0.00295): C7 (0.01667): C8 (0.00210): C9 (0.02958): C10 (0.00385): \n", "\n", - "significantly changed: C1 (0.00306): C2 (0.00176): C3 (0.00000): C4 (0.00200): C5 (0.00382): C6 (0.00336): C7 (0.00144): C8 (0.00140): C9 (0.00148): C10 (0.00171): \n", + "right subclavian: C1 (0.00153): C2 (0.00226): C3 (0.00000): C4 (0.00133): C5 (0.00000): C6 (0.00201): C7 (0.00050): C8 (0.00390): C9 (0.00077): C10 (0.00000): \n", "\n", - "since prior: C1 (0.00484): C2 (0.00209): C3 (0.00347): C4 (0.00167): C5 (0.00403): C6 (0.00175): C7 (0.00335): C8 (0.00028): C9 (0.00192): C10 (0.00289): \n", + "right upper: C1 (0.01250): C2 (0.00633): C3 (0.00391): C4 (0.01641): C5 (0.01325): C6 (0.00000): C7 (0.00837): C8 (0.00440): C9 (0.00919): C10 (0.00192): \n", "\n", - "single view: C1 (0.00519): C2 (0.00000): C3 (0.00661): C4 (0.00000): C5 (0.00231): C6 (0.00886): C7 (0.00402): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "right ventricle: C1 (0.00356): C2 (0.00000): C3 (0.00000): C4 (0.00050): C5 (0.00000): C6 (0.00111): C7 (0.00310): C8 (0.00235): C9 (0.00155): C10 (0.00168): \n", "\n", - "size normal: C1 (0.00121): C2 (0.00166): C3 (0.00659): C4 (0.00000): C5 (0.00070): C6 (0.00056): C7 (0.00102): C8 (0.00196): C9 (0.00093): C10 (0.00285): \n", + "satisfactory position: C1 (0.00423): C2 (0.00000): C3 (0.00000): C4 (0.00424): C5 (0.00030): C6 (0.00603): C7 (0.00258): C8 (0.00974): C9 (0.00000): C10 (0.00000): \n", "\n", - "small amount: C1 (0.00000): C2 (0.00198): C3 (0.00114): C4 (0.01001): C5 (0.00044): C6 (0.00020): C7 (0.00113): C8 (0.00225): C9 (0.00517): C10 (0.00172): \n", + "seen impression: C1 (0.00000): C2 (0.00271): C3 (0.00112): C4 (0.00000): C5 (0.00090): C6 (0.00210): C7 (0.00173): C8 (0.00079): C9 (0.00000): C10 (0.00345): \n", "\n", - "small bilateral: C1 (0.00406): C2 (0.00364): C3 (0.00110): C4 (0.00701): C5 (0.02045): C6 (0.00238): C7 (0.00163): C8 (0.00028): C9 (0.00399): C10 (0.00447): \n", + "seen right: C1 (0.00116): C2 (0.00136): C3 (0.00195): C4 (0.00212): C5 (0.00150): C6 (0.00125): C7 (0.00225): C8 (0.00063): C9 (0.00000): C10 (0.00000): \n", "\n", - "small bowel: C1 (0.00112): C2 (0.00110): C3 (0.00000): C4 (0.00768): C5 (0.00000): C6 (0.00037): C7 (0.00000): C8 (0.00393): C9 (0.00237): C10 (0.00000): \n", + "seen within: C1 (0.00115): C2 (0.00090): C3 (0.00698): C4 (0.00000): C5 (0.00480): C6 (0.00036): C7 (0.00050): C8 (0.00111): C9 (0.00310): C10 (0.00433): \n", "\n", - "small left: C1 (0.00089): C2 (0.00242): C3 (0.00666): C4 (0.00000): C5 (0.00110): C6 (0.01167): C7 (0.00830): C8 (0.00728): C9 (0.00192): C10 (0.00197): \n", + "severe chf: C1 (0.00000): C2 (0.00090): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00038): C7 (0.00025): C8 (0.00851): C9 (0.00000): C10 (0.00000): \n", "\n", - "small pleural: C1 (0.00245): C2 (0.00154): C3 (0.00156): C4 (0.00134): C5 (0.00520): C6 (0.00764): C7 (0.00387): C8 (0.00219): C9 (0.00283): C10 (0.00131): \n", + "shortness breath: C1 (0.00888): C2 (0.00346): C3 (0.00288): C4 (0.00406): C5 (0.00794): C6 (0.00117): C7 (0.01301): C8 (0.00873): C9 (0.00152): C10 (0.00637): \n", "\n", - "small right: C1 (0.00280): C2 (0.00176): C3 (0.00433): C4 (0.00167): C5 (0.00022): C6 (0.00819): C7 (0.00846): C8 (0.00560): C9 (0.00133): C10 (0.00145): \n", + "significant change: C1 (0.00156): C2 (0.00000): C3 (0.00195): C4 (0.00213): C5 (0.00150): C6 (0.00315): C7 (0.00220): C8 (0.00737): C9 (0.00000): C10 (0.00000): \n", "\n", - "sob reason: C1 (0.00067): C2 (0.00077): C3 (0.00716): C4 (0.00000): C5 (0.00368): C6 (0.00273): C7 (0.00116): C8 (0.00000): C9 (0.00000): C10 (0.00026): \n", + "significantly changed: C1 (0.00208): C2 (0.00000): C3 (0.00251): C4 (0.00060): C5 (0.00300): C6 (0.00179): C7 (0.00412): C8 (0.00197): C9 (0.00000): C10 (0.00288): \n", "\n", - "soft tissue: C1 (0.00144): C2 (0.00244): C3 (0.00280): C4 (0.00234): C5 (0.00370): C6 (0.00102): C7 (0.00049): C8 (0.00227): C9 (0.00586): C10 (0.00495): \n", + "since prior: C1 (0.00232): C2 (0.00000): C3 (0.00223): C4 (0.00000): C5 (0.00180): C6 (0.00589): C7 (0.00308): C8 (0.00652): C9 (0.00000): C10 (0.00937): \n", "\n", - "stable appearance: C1 (0.00179): C2 (0.00066): C3 (0.00261): C4 (0.00000): C5 (0.00196): C6 (0.00149): C7 (0.00207): C8 (0.00196): C9 (0.00059): C10 (0.00079): \n", + "single view: C1 (0.00420): C2 (0.00000): C3 (0.00000): C4 (0.00053): C5 (0.00000): C6 (0.01296): C7 (0.00391): C8 (0.00698): C9 (0.00000): C10 (0.00000): \n", "\n", - "status post: C1 (0.00921): C2 (0.00254): C3 (0.00319): C4 (0.00836): C5 (0.00958): C6 (0.01560): C7 (0.00601): C8 (0.00643): C9 (0.00221): C10 (0.00486): \n", + "small amount: C1 (0.00000): C2 (0.00000): C3 (0.00515): C4 (0.00000): C5 (0.00423): C6 (0.00125): C7 (0.00000): C8 (0.00095): C9 (0.00310): C10 (0.00228): \n", "\n", - "structures unremarkable: C1 (0.00178): C2 (0.00099): C3 (0.00277): C4 (0.00134): C5 (0.00321): C6 (0.00225): C7 (0.00093): C8 (0.00028): C9 (0.00118): C10 (0.00026): \n", + "small bilateral: C1 (0.00199): C2 (0.00000): C3 (0.01050): C4 (0.00448): C5 (0.00721): C6 (0.00271): C7 (0.00642): C8 (0.00660): C9 (0.00000): C10 (0.00578): \n", "\n", - "suspicious lytic: C1 (0.00000): C2 (0.00397): C3 (0.00000): C4 (0.00401): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00364): C9 (0.00295): C10 (0.00342): \n", + "small bowel: C1 (0.00000): C2 (0.00000): C3 (0.00910): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00029): C8 (0.00000): C9 (0.00000): C10 (0.00770): \n", "\n", - "technique axial: C1 (0.00000): C2 (0.00309): C3 (0.00000): C4 (0.00434): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00112): C9 (0.00163): C10 (0.00223): \n", + "small left: C1 (0.00969): C2 (0.00000): C3 (0.00000): C4 (0.00649): C5 (0.00360): C6 (0.00467): C7 (0.00351): C8 (0.00145): C9 (0.01859): C10 (0.00192): \n", "\n", - "technique contiguous: C1 (0.00000): C2 (0.00100): C3 (0.00000): C4 (0.00227): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00296): C10 (0.00159): \n", + "small pleural: C1 (0.00310): C2 (0.00181): C3 (0.00391): C4 (0.00635): C5 (0.00240): C6 (0.00438): C7 (0.00356): C8 (0.00238): C9 (0.00000): C10 (0.00409): \n", "\n", - "technique mdct: C1 (0.00000): C2 (0.00342): C3 (0.00000): C4 (0.00399): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00336): C9 (0.00118): C10 (0.00329): \n", + "small right: C1 (0.00078): C2 (0.00090): C3 (0.00000): C4 (0.00452): C5 (0.00182): C6 (0.00053): C7 (0.00437): C8 (0.00159): C9 (0.00305): C10 (0.00553): \n", "\n", - "thoracic aorta: C1 (0.00089): C2 (0.00353): C3 (0.00172): C4 (0.00100): C5 (0.00066): C6 (0.00058): C7 (0.00090): C8 (0.00140): C9 (0.00148): C10 (0.00197): \n", + "sob reason: C1 (0.00384): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00090): C6 (0.00071): C7 (0.00712): C8 (0.00129): C9 (0.00000): C10 (0.00048): \n", "\n", - "thoracic inlet: C1 (0.00286): C2 (0.00320): C3 (0.00062): C4 (0.00334): C5 (0.00000): C6 (0.00095): C7 (0.00069): C8 (0.00252): C9 (0.00237): C10 (0.00421): \n", + "soft tissue: C1 (0.00702): C2 (0.00633): C3 (0.00240): C4 (0.00106): C5 (0.01381): C6 (0.00125): C7 (0.00320): C8 (0.00150): C9 (0.00077): C10 (0.00194): \n", "\n", - "thoracic spine: C1 (0.00000): C2 (0.00254): C3 (0.00029): C4 (0.00067): C5 (0.00111): C6 (0.00000): C7 (0.00090): C8 (0.00308): C9 (0.00074): C10 (0.00486): \n", + "stable appearance: C1 (0.00157): C2 (0.00000): C3 (0.00168): C4 (0.00212): C5 (0.00210): C6 (0.00304): C7 (0.00149): C8 (0.00300): C9 (0.00000): C10 (0.00120): \n", "\n", - "tracheostomy tube: C1 (0.00357): C2 (0.00055): C3 (0.00086): C4 (0.00033): C5 (0.00405): C6 (0.00226): C7 (0.00156): C8 (0.00084): C9 (0.00044): C10 (0.00079): \n", + "status post: C1 (0.00386): C2 (0.00045): C3 (0.00307): C4 (0.01166): C5 (0.00420): C6 (0.01950): C7 (0.01044): C8 (0.00559): C9 (0.00232): C10 (0.00505): \n", "\n", - "tube placement: C1 (0.01572): C2 (0.00000): C3 (0.00064): C4 (0.00000): C5 (0.00201): C6 (0.00000): C7 (0.00090): C8 (0.00056): C9 (0.00148): C10 (0.00000): \n", + "stenosis underlying: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.01487): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00095): C9 (0.00000): C10 (0.00000): \n", "\n", - "tube tip: C1 (0.00778): C2 (0.00022): C3 (0.00000): C4 (0.00100): C5 (0.00156): C6 (0.00172): C7 (0.00023): C8 (0.00028): C9 (0.00089): C10 (0.00013): \n", + "structures unremarkable: C1 (0.00241): C2 (0.00045): C3 (0.00140): C4 (0.00000): C5 (0.00122): C6 (0.00071): C7 (0.00407): C8 (0.00193): C9 (0.00305): C10 (0.00120): \n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "subclavian line: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00771): C5 (0.00029): C6 (0.01342): C7 (0.00024): C8 (0.00187): C9 (0.00000): C10 (0.00000): \n", "\n", - "unchanged impression: C1 (0.00179): C2 (0.00011): C3 (0.00150): C4 (0.00100): C5 (0.00325): C6 (0.00288): C7 (0.00271): C8 (0.00000): C9 (0.00000): C10 (0.00013): \n", + "supine chest: C1 (0.00157): C2 (0.00000): C3 (0.00000): C4 (0.00235): C5 (0.00000): C6 (0.00251): C7 (0.00047): C8 (0.00415): C9 (0.00000): C10 (0.00000): \n", "\n", - "unchanged position: C1 (0.00417): C2 (0.00022): C3 (0.00000): C4 (0.00000): C5 (0.00353): C6 (0.00578): C7 (0.00138): C8 (0.00000): C9 (0.00015): C10 (0.00013): \n", + "suspicious lytic: C1 (0.00000): C2 (0.00090): C3 (0.00474): C4 (0.00000): C5 (0.00540): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00310): C10 (0.00385): \n", "\n", - "unremarkable impression: C1 (0.00268): C2 (0.00099): C3 (0.00338): C4 (0.00134): C5 (0.00340): C6 (0.00373): C7 (0.00120): C8 (0.00112): C9 (0.00104): C10 (0.00079): \n", + "technique contiguous: C1 (0.00308): C2 (0.00271): C3 (0.00502): C4 (0.00000): C5 (0.00240): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.00265): \n", "\n", - "upper abdomen: C1 (0.00146): C2 (0.00673): C3 (0.00030): C4 (0.00334): C5 (0.00000): C6 (0.00037): C7 (0.00056): C8 (0.00616): C9 (0.00576): C10 (0.01025): \n", + "technique helically: C1 (0.00039): C2 (0.00407): C3 (0.00670): C4 (0.00000): C5 (0.00212): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00769): C10 (0.00216): \n", "\n", - "upper lobe: C1 (0.00865): C2 (0.01104): C3 (0.00512): C4 (0.00401): C5 (0.00666): C6 (0.00000): C7 (0.01565): C8 (0.01542): C9 (0.01965): C10 (0.02720): \n", + "thoracic aorta: C1 (0.00421): C2 (0.00000): C3 (0.00168): C4 (0.00213): C5 (0.00300): C6 (0.00100): C7 (0.00170): C8 (0.00236): C9 (0.00000): C10 (0.00048): \n", "\n", - "upper lobes: C1 (0.00133): C2 (0.00276): C3 (0.00058): C4 (0.00067): C5 (0.00046): C6 (0.00018): C7 (0.00158): C8 (0.00112): C9 (0.00192): C10 (0.00434): \n", + "thoracic inlet: C1 (0.00000): C2 (0.00543): C3 (0.00195): C4 (0.00000): C5 (0.00421): C6 (0.00288): C7 (0.00000): C8 (0.00093): C9 (0.00305): C10 (0.00000): \n", "\n", - "upper lung: C1 (0.00179): C2 (0.00055): C3 (0.00388): C4 (0.00167): C5 (0.00281): C6 (0.00000): C7 (0.00244): C8 (0.00028): C9 (0.00074): C10 (0.00092): \n", + "tip right: C1 (0.00038): C2 (0.00000): C3 (0.00000): C4 (0.00447): C5 (0.00000): C6 (0.00462): C7 (0.00164): C8 (0.00239): C9 (0.00000): C10 (0.00000): \n", "\n", - "upper zone: C1 (0.00195): C2 (0.00000): C3 (0.00212): C4 (0.00000): C5 (0.00697): C6 (0.00387): C7 (0.00365): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "tracheostomy tube: C1 (0.00232): C2 (0.00271): C3 (0.00000): C4 (0.00645): C5 (0.00000): C6 (0.00376): C7 (0.00086): C8 (0.00185): C9 (0.00155): C10 (0.00000): \n", "\n", - "upright chest: C1 (0.00161): C2 (0.00011): C3 (0.00670): C4 (0.00000): C5 (0.00533): C6 (0.00231): C7 (0.00142): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "tube placement: C1 (0.00308): C2 (0.00000): C3 (0.00084): C4 (0.00398): C5 (0.00360): C6 (0.01388): C7 (0.00035): C8 (0.01221): C9 (0.00000): C10 (0.00000): \n", "\n", - "us study: C1 (0.00262): C2 (0.00044): C3 (0.00293): C4 (0.00100): C5 (0.00311): C6 (0.00725): C7 (0.00453): C8 (0.00028): C9 (0.00104): C10 (0.00131): \n", + "tube seen: C1 (0.00114): C2 (0.00000): C3 (0.00168): C4 (0.00212): C5 (0.00030): C6 (0.00462): C7 (0.00000): C8 (0.00161): C9 (0.00000): C10 (0.00072): \n", "\n", - "valve replacement: C1 (0.00045): C2 (0.00000): C3 (0.00000): C4 (0.00000): C5 (0.00247): C6 (0.00799): C7 (0.00250): C8 (0.00168): C9 (0.00000): C10 (0.00039): \n", + "tube tip: C1 (0.00077): C2 (0.00181): C3 (0.00084): C4 (0.00532): C5 (0.00120): C6 (0.00395): C7 (0.00000): C8 (0.00408): C9 (0.00000): C10 (0.00048): \n", "\n", - "vascular congestion: C1 (0.00192): C2 (0.00011): C3 (0.00179): C4 (0.00000): C5 (0.00223): C6 (0.00386): C7 (0.00291): C8 (0.00028): C9 (0.00000): C10 (0.00000): \n", + "unchanged impression: C1 (0.00190): C2 (0.00000): C3 (0.00000): C4 (0.00427): C5 (0.00060): C6 (0.00215): C7 (0.00230): C8 (0.00183): C9 (0.00387): C10 (0.00000): \n", "\n", - "venous catheter: C1 (0.00601): C2 (0.00033): C3 (0.00058): C4 (0.00102): C5 (0.00259): C6 (0.00080): C7 (0.00137): C8 (0.00056): C9 (0.00118): C10 (0.00091): \n", + "unchanged position: C1 (0.00038): C2 (0.00000): C3 (0.00056): C4 (0.00456): C5 (0.00000): C6 (0.00362): C7 (0.00484): C8 (0.00330): C9 (0.00000): C10 (0.00000): \n", "\n", - "venous line: C1 (0.00587): C2 (0.00033): C3 (0.00000): C4 (0.00100): C5 (0.00175): C6 (0.00249): C7 (0.00061): C8 (0.00000): C9 (0.00059): C10 (0.00039): \n", + "unremarkable impression: C1 (0.00431): C2 (0.00226): C3 (0.00084): C4 (0.00000): C5 (0.00150): C6 (0.00107): C7 (0.00331): C8 (0.00243): C9 (0.00310): C10 (0.00264): \n", "\n", - "view chest: C1 (0.00484): C2 (0.00000): C3 (0.00930): C4 (0.00000): C5 (0.00442): C6 (0.00686): C7 (0.00406): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "upper abdomen: C1 (0.00270): C2 (0.00136): C3 (0.00056): C4 (0.00053): C5 (0.01804): C6 (0.00000): C7 (0.00013): C8 (0.00000): C9 (0.00382): C10 (0.00481): \n", "\n", - "view contrast: C1 (0.00000): C2 (0.01091): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00252): C9 (0.01036): C10 (0.00000): \n", + "upper lobe: C1 (0.02520): C2 (0.01357): C3 (0.00530): C4 (0.01663): C5 (0.03157): C6 (0.00036): C7 (0.00844): C8 (0.00500): C9 (0.01223): C10 (0.00240): \n", "\n", - "view final: C1 (0.00000): C2 (0.00022): C3 (0.00000): C4 (0.00701): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00616): C9 (0.00000): C10 (0.00223): \n", + "upper zone: C1 (0.00307): C2 (0.00000): C3 (0.00000): C4 (0.00053): C5 (0.00000): C6 (0.00375): C7 (0.00589): C8 (0.00426): C9 (0.00000): C10 (0.00000): \n", "\n", - "view underlying: C1 (0.00000): C2 (0.00022): C3 (0.00000): C4 (0.00670): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00448): C9 (0.00000): C10 (0.00249): \n", + "upright chest: C1 (0.00230): C2 (0.00000): C3 (0.00000): C4 (0.00106): C5 (0.00000): C6 (0.00036): C7 (0.00456): C8 (0.00057): C9 (0.00000): C10 (0.00048): \n", "\n", - "w c: C1 (0.00000): C2 (0.02646): C3 (0.00000): C4 (0.00000): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00140): C9 (0.00235): C10 (0.00000): \n", + "vascular congestion: C1 (0.00000): C2 (0.00000): C3 (0.00000): C4 (0.00437): C5 (0.00000): C6 (0.00369): C7 (0.00281): C8 (0.00338): C9 (0.00000): C10 (0.00000): \n", "\n", - "wall thickening: C1 (0.00000): C2 (0.00353): C3 (0.00029): C4 (0.00305): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00135): C9 (0.00370): C10 (0.00381): \n", + "vascular engorgement: C1 (0.00114): C2 (0.00000): C3 (0.00000): C4 (0.00452): C5 (0.00000): C6 (0.00142): C7 (0.00262): C8 (0.00065): C9 (0.00000): C10 (0.00000): \n", "\n", - "wet read: C1 (0.00250): C2 (0.00918): C3 (0.00041): C4 (0.00599): C5 (0.00000): C6 (0.00248): C7 (0.00162): C8 (0.01013): C9 (0.00340): C10 (0.00497): \n", + "venous catheter: C1 (0.00000): C2 (0.00271): C3 (0.00084): C4 (0.00905): C5 (0.00000): C6 (0.00232): C7 (0.00187): C8 (0.00363): C9 (0.00000): C10 (0.00072): \n", "\n", - "within left: C1 (0.00141): C2 (0.00254): C3 (0.00401): C4 (0.00371): C5 (0.00133): C6 (0.00000): C7 (0.00101): C8 (0.00281): C9 (0.00281): C10 (0.00383): \n", + "view chest: C1 (0.00381): C2 (0.00000): C3 (0.00000): C4 (0.00268): C5 (0.00000): C6 (0.01248): C7 (0.00347): C8 (0.00258): C9 (0.00000): C10 (0.00000): \n", "\n", - "within normal: C1 (0.00370): C2 (0.00132): C3 (0.00811): C4 (0.00134): C5 (0.00309): C6 (0.00188): C7 (0.00210): C8 (0.00168): C9 (0.00281): C10 (0.00066): \n", + "view contrast: C1 (0.00308): C2 (0.00814): C3 (0.01815): C4 (0.00000): C5 (0.00484): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00300): C10 (0.01250): \n", "\n", - "within right: C1 (0.00307): C2 (0.00320): C3 (0.00401): C4 (0.00743): C5 (0.00266): C6 (0.00093): C7 (0.00098): C8 (0.00700): C9 (0.00550): C10 (0.00415): \n", + "w c: C1 (0.00000): C2 (0.02171): C3 (0.00279): C4 (0.00000): C5 (0.00961): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00465): C10 (0.01874): \n", "\n", - "without contrast: C1 (0.00000): C2 (0.00210): C3 (0.00000): C4 (0.01162): C5 (0.00022): C6 (0.00000): C7 (0.00000): C8 (0.00168): C9 (0.00133): C10 (0.00738): \n", + "within left: C1 (0.00039): C2 (0.00090): C3 (0.00112): C4 (0.00185): C5 (0.00779): C6 (0.00071): C7 (0.00041): C8 (0.00265): C9 (0.00000): C10 (0.00288): \n", "\n", - "without evidence: C1 (0.00174): C2 (0.00342): C3 (0.00033): C4 (0.00401): C5 (0.00036): C6 (0.00084): C7 (0.00023): C8 (0.00168): C9 (0.00104): C10 (0.00118): \n", + "within normal: C1 (0.00501): C2 (0.00000): C3 (0.00168): C4 (0.00054): C5 (0.00270): C6 (0.00126): C7 (0.00292): C8 (0.00119): C9 (0.00000): C10 (0.00264): \n", "\n", - "without intravenous: C1 (0.00000): C2 (0.00199): C3 (0.00029): C4 (0.00560): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00224): C9 (0.00030): C10 (0.00659): \n", + "within right: C1 (0.00416): C2 (0.00045): C3 (0.00503): C4 (0.00000): C5 (0.00839): C6 (0.00071): C7 (0.00126): C8 (0.00176): C9 (0.00620): C10 (0.00817): \n", "\n", - "without iv: C1 (0.00000): C2 (0.00177): C3 (0.00000): C4 (0.01569): C5 (0.00000): C6 (0.00000): C7 (0.00000): C8 (0.00475): C9 (0.00073): C10 (0.00408): \n", + "without evidence: C1 (0.00000): C2 (0.00995): C3 (0.00627): C4 (0.00027): C5 (0.00092): C6 (0.00000): C7 (0.00100): C8 (0.00000): C9 (0.00000): C10 (0.00852): \n", "\n", - "x cm: C1 (0.00000): C2 (0.00232): C3 (0.00057): C4 (0.00472): C5 (0.00000): C6 (0.00000): C7 (0.00023): C8 (0.00700): C9 (0.00826): C10 (0.00315): \n", + "without iv: C1 (0.00000): C2 (0.01085): C3 (0.00335): C4 (0.00000): C5 (0.00691): C6 (0.00000): C7 (0.00000): C8 (0.00000): C9 (0.00000): C10 (0.01442): \n", "\n", - "zone redistribution: C1 (0.00194): C2 (0.00000): C3 (0.00205): C4 (0.00000): C5 (0.00526): C6 (0.00348): C7 (0.00297): C8 (0.00000): C9 (0.00000): C10 (0.00000): \n", + "zone redistribution: C1 (0.00307): C2 (0.00000): C3 (0.00000): C4 (0.00053): C5 (0.00000): C6 (0.00215): C7 (0.00463): C8 (0.00331): C9 (0.00000): C10 (0.00000): \n", "\n", "\n" ] @@ -4638,7 +4578,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": 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