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Comparative Evaluation of Deep-Reasoning Large Language Models for Ophthalmic Emergencies

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By Yizhou Yang, Xuanqiao Lin, Yuecheng Ren
| ophthalmologyscience.org
Keywords Ophthalmic emergencies Large language models (LLMs) Diagnostic accuracy Triage Ancillary testing Abbreviations AI (Artificial intelligence) CI (Confidence interval) GEE (Generalized estimating equations) LLM (Large language model) OR (Odds ratio) Introduction Ophthalmic emergencies require rapid triage and precise decision-making to prevent irreversible vision loss.1,2 These cases range from typical emergencies, such as acute angle-closure glaucoma and open globe injuries, to...
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