~28 min · project, domain-expert, medical, legal, compliance
임상 노트에서 ICD-10 코드 정확히 식별하는 의료 코딩 도우미 파인튜닝. 같은 레시피 모양이 법률, 금융, 통신, 제조 — 모든 high-stakes 특화 도메인에 작동.
{"messages": [
{"role": "system", "content": "You are a medical coding assistant. Given clinical notes, identify the appropriate ICD-10 codes. If uncertain, say so explicitly with 'Confidence: Low' and suggest what additional information would help."},
{"role": "user", "content": "Patient presents with acute chest pain radiating to left arm, elevated troponin levels, ST-elevation on ECG."},
{"role": "assistant", "content": "Primary: I21.0 (Acute ST elevation myocardial infarction of anterior wall)\nSecondary: R07.9 (Chest pain, unspecified), R79.89 (Other specified abnormal findings of blood chemistry)\nConfidence: High — ST-elevation, troponin elevation, and clinical presentation are classic STEMI indicators."}
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