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Classification without Calibration: The Internal Logical Incoherence of Nova and Its Conflict with Dose-Dependent Biological Reasoning

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The NOVA food classification system has achieved remarkable policy traction on the claim that ultraprocessed foods (UPFs) harm health through mechanisms that transcend classical nutrient composition. Yet this foundational claim embeds 2 largely unexamined logi... ...