Research demonstration only. Not medical advice, not a medical device and not for patient care. Use fictional or published cases, never real patient information. In an emergency, call 911. Inspired by Microsoft Research's MAI Diagnostic Orchestrator (Nori et al., 2025); hospital-record and judge prompts adapted from microsoft/sdbench (MIT). ClymbUp is not affiliated with Microsoft. ClymbUp for Healthcare Practices