LLMs produce significantly more contradictory medical conclusions from positively versus negatively framed questions than from same-framing pairs, even when grounded in identical expert-selected evidence.
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This Treatment Works, Right? Evaluating LLM Sensitivity to Patient Question Framing in Medical QA
LLMs produce significantly more contradictory medical conclusions from positively versus negatively framed questions than from same-framing pairs, even when grounded in identical expert-selected evidence.