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Service surface

  • /api/therapy/analyze-session — post-visit analysis (gpt-4o, T=0.3, JSON mode)
  • /api/therapy/generate-soap-note + /generate-soap-note-enhanced — specialty-tailored SOAP
  • /api/therapy/post-visit-insights, /validate-note, /suggest-codes
  • /api/therapy/notes/{id}/{transition|approve|finalize|track-change} — note lifecycle

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Clinical RAG

  • (services/rag/advanced_clinical_rag.py) — hybrid semantic + lexical retriever
  • SNOMED-CT, ICD-10, RxNorm ontology expansion
  • 5-band confidence calibration
  • Citation dataclass for provenance tracking