在紧急医疗委员会考试中,GPT-4的表现如何? 一个比较性评估评估
Naser Almehairi1, Gregory Clark2, Seth Davis3
1McGill University, Montreal, QC, Canada. dr.nalmheiri@gmail.com.
CJEM
|July 3, 2025
概括
生成型人工智能,特别是GPT-4,在加拿大培训考试中明显超过紧急医疗学员. 虽然人工智能在支持医疗实践方面表现有前途,但它应该补充,而不是取代现有的资源.
科学领域:
- 医学教育 医学教育
- 医疗保健中的人工智能
- 紧急医疗 紧急医疗
背景情况:
- 人工智能 (AI) 的进步为改善医疗保健诊断和急诊室工作流程提供了潜力.
- 像GPT-4这样的生成AI模型越来越复杂.
- 这项研究评估了GPT-4在紧急医疗中的诊断和管理能力.
研究的目的:
- 为了比较GPT-4与紧急医疗学员在标准化检查中的表现.
- 评估AI作为应急医疗培训和实践中的支持工具的潜力.
主要方法:
- 通过使用标准标记标题,评估了GPT-4对加拿大培训考试问题 (2021-2022) 的答案.
- 将GPT-4的分数与来自紧急医疗住院的匿名国家结果进行了比较.
- 获得了道德认可,考试委员会提供了考试数据.
主要成果:
- 在2021年,GPT-4的成绩达到88.7%,而实习生的成绩从48.0% (PGY1) 到70.1% (PGY5) 之间.
- 在2022年,GPT-4得分为82.0%,而实习生得分从46.3% (PGY1) 到66.2% (PGY4) 之间.
- 在这两年中,GPT-4在所有研究生年级都始终表现优于居民.
结论:
- 与医疗学员相比,GPT-4在紧急医疗书面考试中表现优越.
- 像GPT-4这样的AI工具具有显著的潜力,可以增强医学教育和实践.
- 建议谨慎;人工智能应该被用作补充工具,而不是取代基于证据的医疗资源.
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