Large Language Models as Simulated Candidates in Objective Structured Clinical Examinations: A Rubric-Mapping Proof-of-Concept Study
Background Large language models (LLMs) perform well on knowledge-based medical examinations, but evidence on their utility for performance-based assessments such as Objective Structured Clinical Examinations (OSCEs) remains limited. Beyond simulating candidate answers, LLMs could support quality assurance of OSCE stat...