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The impact of medical hallucinations is severe because errors in clinical reasoning or misleading treatment recommendations can directly harm patients by delaying proper care or leading to inappropriate interventions, as documented by Miles-Jay et al. (2023), Xia et al. (2024), and Mehta and Devarakonda (2018).

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