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Vladimir M. Agafonov

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#artificial intelligence Review Oct 2026

AI Consilium: a Benchmark of LLM Clinical Multidisciplinary Second Opinions

Large language models (LLMs) can generate differential diagnoses for complex cases, but a useful second opinion must also be factually grounded, clinically coherent, actionable, and safe. We developed a multidimensional benchmark using 300 diagnostically resolved NEJM--MedQA cases: 110 for physician reference ratings a...

А. А. Боков, I. Panin, N. Nechaev et al. · 0 citations

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