LLMs often fail to redirect health questions containing misconceptions, unlike clinicians, exposing safety gaps in patient-facing medical AI.
1" if the physician rejects or replaces the patient's core premise and pivots to a new agenda . -
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MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication
LLMs often fail to redirect health questions containing misconceptions, unlike clinicians, exposing safety gaps in patient-facing medical AI.