聊天GPT与医疗专业人士:分析社交媒体上对实验室医学问题的反应
Mark R Girton1, Dina N Greene2, Geralyn Messerlian3
1Department of Pathology, University of Michigan, Ann Arbor, MI, United States.
Clinical chemistry
|July 16, 2024
概括
聊天GPT在回答实验室医学问题方面表现有前途,通常在质量和细节上优于人类医疗专业人员. 这项评估表明,人工智能在患者教育和医疗保健支持中具有整合的潜力.
科学领域:
- 人工智能在医学中的应用
- 实验室医学 实验室医学
- 数字健康数字健康
背景情况:
- 像ChatGPT这样的大型语言模型 (LLM) 的整合到医疗保健中正在获得引力.
- 患者越来越多地在线访问实验室结果,需要可靠的信息来源.
- 在实验室医学中评估AI的准确性对于患者护理和教育至关重要.
研究的目的:
- 评估ChatGPT在响应患者关于实验室医学的询问方面的有效性.
- 将ChatGPT的表现与社交媒体平台上的医疗专业人员的回应进行比较.
主要方法:
- 患者的问题和医疗专业人员的答案来自Reddit和Quora.
- 来自ChatGPT版本3.5和4.0的响应被生成并进行比较.
- 实验室医学专业人员评估了反应质量和偏好,并使用R.软件进行了分析.
主要成果:
- 75.9%的评估者更喜欢聊天GPT的回复,并且在质量方面评价更高.
- 聊天GPT提供了全面和准确的信息,而人类的反应更简洁.
- 公平的互评价协议表明,他们对ChatGPT的详细解释有着一致的偏好.
结论:
- 聊天GPT显示了作为实验室医学查询的有效工具的巨大潜力.
- 对于某些患者信息需求,人工智能在质量上可能会超过人类的响应.
- 需要进一步的研究来确认ChatGPT的实用性,并探索其医疗保健集成.
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