Hypothesis and TheoryPublished 5 October 2026Synthetic gatekeeping in health chatbots: configured answer systems as the unit of AI evaluation and governance for medical informationSimona Wójcik · Justyna Domienik-Karłowicz · Anna RulkiewiczFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1976313