LLMs can provide clinically useful second opinions when structured to reason step-by-step and collaborate across specialties, but model choice matters more than output format alone—and physician evaluation is essential for validating AI medical advice.
Researchers created a benchmark to evaluate how well large language models can provide clinical second opinions by having multiple AI models role-play different medical specialists and collaborate on complex diagnostic cases.