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Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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Proprietary MLLMs may achieve high diagnostic accuracy, but they still struggle with reliable clinical reasoning, revealing significant gaps in their practical utility.