Christopher Chiu

Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models

Clinical reasoning in medicine is a hypothesis-driven process where physicians refine diagnoses from limited information through targeted history, physical examination, and diagnostic investigations. In contrast, current medical benchmarks for large language models (LLMs) primarily assess knowledge…