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Medical hallucinations arise within specialized tasks such as diagnostic reasoning, therapeutic planning, or interpretation of laboratory findings, where inaccuracies have immediate implications for patient care, according to Xu et al. (2024b), Miles-Jay et al. (2023), and Xia et al. (2024).

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