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Quality and safety of large language model–generated medication review outputs in geriatric pharmacotherapy: a two-stage comparative vignette-based benchmark evaluation

Abstract Background Polypharmacy and multimorbidity make medication review in older adults a high-stakes clinical task. Large language models (LLMs) may support medication review, but whether item-level concordance with explicit prescribing criteria reflects expert-rated reasonin...