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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
2 articles
Newest firstBackgroundLarge language models (LLMs) are increasingly deployed in healthcare, where they may adopt different stakeholder perspectives, yet the effect of role-prompting on clinical ethical reasoning remains poorly characterized. MethodsWe evaluated three frontier LLMs: Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro across 25 ethically complex medical cases. Each model responded from three stakeholder perspectives (…
Open article record in new tab ↗BackgroundTo reduce duplicate medical exams and tests for patients across different hospitals and alleviate their financial burden, Zhejiang, with the capital Hangzhou, has launched a digital healthcare reform named "Zhejiang Medical Mutual Recognition" from 2021 and become a pilot province in China. This digital healthcare reform policy has begun to be gradually implemented nationwide. This study aims to evaluate…