聊天GPT的适用性,以生成眼科医生住院考试的多选择题
Sepehr Feizi1, Firouze Hatami2, Sina Khosravi Mirzaei2
1Ophthalmology, Shahid Beheshti University of Medical Sciences, Tehran, Iran (the Islamic Republic of) sepehrfeizi@yahoo.com.
The British journal of ophthalmology
|December 17, 2025
概括
像ChatGPT这样的人工智能 (AI) 工具可以生成眼科多选题 (MCQ),但人类监督至关重要. 人工智能生成的MCQ显示出更多的缺陷,并且比专家撰写的MQQ效率更低.
科学领域:
- 医学教育 医学教育
- 人工智能在医学中的应用
- 眼科医生 眼科 眼科
背景情况:
- 为医学教育制定高质量的多选题 (MCQ) 是一个挑战.
- 本研究评估了聊天生成预训练变压器 (ChatGPT) 对于生成眼科MCQs的实用性.
研究的目的:
- 为了评估ChatGPT生成的MCQ的质量和有效性,与眼科住院医生的人类授权的MCQ相比.
- 在为医学教育创建评估工具时识别AI的局限性.
主要方法:
- 使用ChatGPT 4生成100个MCQ,使用大学教师生成100个MCQ.
- 使用眼科子专家小组评估项目写作缺陷和评估质量.
- 眼科住院医生回答了MCQ,并计算了项目难度和歧视指数.
主要成果:
- 聊天GPT生成的MCQ有更多的项目写作缺陷 (56%),而不是由人类撰写的 (27%).
- 在人为生成的MCQ中,干扰器质量显著更高.
- 聊天GPT生成的MCQ具有明显较低的歧视指数 (0.20对0.28).
结论:
- 聊天GPT可以有效地生成MCQ,但在质量和有效性方面存在局限性.
- 在人工智能生成的问题中观察到更高的项目写作缺陷率和更低的分心质量.
- 人类专业知识对于提高AI产生的医学教育MCQ质量和可靠性至关重要.
关键词:
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