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根据中国的重症监护检查,ChatGPT-4可以作为一名合格的医生吗?

Xueqi Wang¹, Jin Tang¹, Yajing Feng¹

¹Department of Critical Care Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai 200120, China.

Journal of critical care

|March 1, 2025

概括

聊天GPT-4在重症监护医学考试中表现有前途,成功率为73.5%. 虽然它在基础知识方面很强大,但它的使用需要医疗专业人员的仔细监督,以确保准确性和患者安全.

科学领域:

人工智能在医学中的应用
临界护理医学临界护理医学
医疗教育技术技术医学教育

背景情况:

越来越多的人对利用像ChatGPT-4这样的先进人工智能进行医疗应用感兴趣.
围绕人工智能工具在重症监护医学的高风险领域有效性的不确定性.
需要在专业医疗检查中评估AI性能.

研究的目的:

为了评估ChatGPT-4在重症监护医学检查中的性能.
提供关于ChatGPT-4作为临床决策支持工具的潜力的见解.
评估AI在基础和专业医学知识方面的能力.

主要方法:

利用来自中国重症医疗专业技术资格考试的数据集.
聊天GPT-4在四个关键组件中回答了600个考试问题.
专家重症监护医生使用标准化标签评估了ChatGPT-4的反应.

主要成果:

聊天GPT-4取得了73.5%的成功率,超过了60%的合格门.
在基本知识 (81.94%) 中观察到的准确度最高.
在单选题 (76.72%) 和多选题 (51.32%,p < 0.001) 上表现明显好.

结论:

聊天GPT-4在重症监护检查,帮助决策和教育方面显示出巨大的潜力.
人工智能工具在信息检索方面表现出优势,但由于潜在的不准确性,需要仔细监督.
确保准确性和患者安全需要在重症监护机构实施人工智能时进行专业监督.

关键词:

人工智能的人工智能是人工智能.聊天GPT-4 聊天GPT-4 聊天临床决策的过程关键护理医学关键护理医学医学教育医学教育进行医学检查.

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