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The illusion of competence: Evaluating the clinical reasoning of large language models in pediatric gastroenterology

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Objective: To evaluate the diagnostic accuracy and clinical reasoning of three frontier large language models (LLMs) across standardized pediatric gastroenterology, hepatology, and nutrition (PGHN) clinical vignettes. ... ...