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E. G. Başaran

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Jul 2026

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

While current LLMs demonstrate good diagnostic pattern recognition in PGHN, reproducible and potentially life-threatening failures in pharmacological reasoning and reference accuracy create a dangerous illusion of competence.

Y. Ergen, S. Teke, E. G. Başaran et al. · 0 citations