Research into how large language models (LLM) such as ChatGPT can be used in healthcare is growing rapidly. This study compared ChatGPT and physicians' clinical reasoning in a simulated case study. Using the validated Revised-IDEA (R-IDEA) framework, the LLM performed better than physicians did in processing medical data and clinical reasoning; there were no differences observed using other frameworks.