需要采取普遍预防措施:人工智能参与了澳大利亚医学委员会的试验检查
Oliver Kleinig1, Joshua G Kovoor2, Aashray K Gupta3
1MBBS III, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA; Royal Adelaide Hospital, Adelaide, SA.
Australian journal of general practice
|December 4, 2023
概括
像ChatGPT这样的人工智能工具在回答医疗许可问题时显示中等准确度. 需要进一步的研究,以确保患者的安全和医生对AI医疗应用的信心.
科学领域:
- 人工智能在医学中的应用
- 医疗教育 技术 技术 医学教育
- 医疗保健人工智能的人工智能
背景情况:
- 人工智能 (AI) 在医疗实践中的整合正在迅速发展.
- 研究AI在医学教育和评估方面的能力至关重要.
- OpenAI的ChatGPT是一个著名的大型语言模型,具有潜在的医疗保健应用.
研究的目的:
- 评估OpenAI的ChatGPT在回答医学多选题 (MCQ) 的表现.
- 评估ChatGPT在澳大利亚医疗许可环境中的准确性和一致性.
主要方法:
- 使用了来自澳大利亚医学会 (AMC) 实践考试的医学多选题.
- 通过AMC的在线门户网站,ChatGPT的回复被系统地评分.
- 评估是在两个单独的试运行中进行的,以确保可靠性.
主要成果:
- 在50个问题中,ChatGPT获得了29个中等准确度的分数.
- 人工智能模型成功地为50个问题中的45个问题生成了解释.
- 观察到的一致性,ChatGPT在整个试验中为50个问题中的40个提供了相同的整体答案.
结论:
- 在医疗许可问题中,ChatGPT的中度准确度突显了患者护理和医生依赖的潜在风险.
- 需要进一步开发以提高AI模型在医疗环境中的准确性和可靠性.
- 在医疗保健机构广泛采用人工智能工具之前,对人工智能工具的批判性评估至关重要.
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