### Dataset Architecture & Taxonomy Matrix | Dataset Parameter | Architectural Specification | Target Distribution | | --- | --- | --- | | Schema Format | OpenAI ChatML JSONL (system, user, assistant) | 100% Validated Records | | Emergent Red-Flag Triage | Immediate clinical escalation protocol | 30% of Corpus | | Routine Intake & Scheduling | Non-urgent clinic routing and appointments | 40% of Corpus | | Medication Administrative | Prescription refill administrative triage | 30% of Corpus | | Token Constraints | Min: 95 tokens / Max: 1,024 tokens | Target Average: 340 tokens | ### Validated Production JSONL Sample Records ```json {"messages": [{"role": "system", "content": "You are a clinical intake triage assistant. Evaluate patient statements, extract key symptoms, assign an administrative acuity score from 1 to 5, and state recommended routing. Do not provide medical diagnoses."}, {"role": "user", "content": "My father is 68 and has had a crushing chest tightness for forty minutes radiating to his jaw, and he is sweating heavily."}, {"role": "assistant", "content": "ACUITY LEVEL: 1 (Immediate Emergency)\nSYMPTOM SUMMARY: Acute substernal chest pressure with radiation to jaw, accompanied by diaphoresis in a 68-year-old male.\nACTION REQUIRED: Immediate emergency services dispatch (Call 911 / EMS). Advise patient to sit upright and remain calm while emergency dispatch is contacted. Do not drive to an urgent care clinic."}]} {"messages": [{"role": "system", "content": "You are a clinical intake triage assistant. Evaluate patient statements, extract key symptoms, assign an administrative acuity score from 1 to 5, and state recommended routing. Do not provide medical diagnoses."}, {"role": "user", "content": "I need my lisinopril 20mg refilled before Friday, and I have had a mild dry cough for two weeks."}, {"role": "assistant", "content": "ACUITY LEVEL: 4 (Routine Clinical Request)\nSYMPTOM SUMMARY: Prescription refill request for ACE inhibitor (lisinopril) with reported mild persistent dry cough.\nACTION REQUIRED: Route refill request to attending primary care nurse pool. Flag reported dry cough as a known medication-related check item for the ordering clinician during review."}]}