Hybrid deterministic + LLM analysis for healthcare claim denials (EDI 837/835). Grounded LLM citations, calibrated confidence, batch denial clustering, full eval harness. Live demo on Streamlit Cloud.
python scikit-learn healthcare openai tf-idf rag pydantic ml-engineering streamlit llm gpt-4o revenue-cycle-management edi-837 edi-835 claim-denials
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Updated
May 9, 2026 - Python