Select Clinical Case Preset
Specialty: Cardiology
Input Framing & Prompt Intervention:
Physician-Structured Intake Transcript
HIGH STRUCTURE
62yo M with hx of DM2 presenting with acute onset retrosternal pressure radiating to left jaw, diaphoresis, dyspnea on exertion. Denies pleuritic pain, fever, or prior CAD.
92.0%
GPT-4o Diagnostic Acc.
95.0%
Appropriate Triage
0.12
Ambiguity Index
Diagnostic Pathway Divergence
Top LLM Diagnostic Hypotheses
Clinical Pathway: Direct identification of ischemic etiology; prioritized immediate ECG and troponin triage.
2024 Model Benchmark Performance Matrix
Randomized Control Study Results
| Foundation Model | Physician Intake Acc. | Patient Narrative Acc. | Accuracy Degradation | Triage Drop | Mitigated Layer Acc. |
|---|
-59.8%
Overall Diagnostic Drop
-11.9%
Overall Triage Degradation
+34.2%
Prompt Layer Recovery Gain