评估聊天GPT对甲状腺结节的反应,用于患者教育
Daniel J Campbell1, Leonard E Estephan1, Elliott M Sina1
1Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University Hospitals, Philadelphia, Pennsylvania, USA.
Thyroid : official journal of the American Thyroid Association
|November 27, 2023
概括
在甲状腺结节方面,ChatGPT提供了大部分正确的答案,但对患者来说,这些答案往往太复杂了. 人工智能幻觉可能会限制其作为教育工具的使用.
科学领域:
- 人工智能在医学中的应用
- 患者教育 患者教育
- 内分泌学 在内分泌学.
背景情况:
- 像ChatGPT这样的人工智能 (AI) 聊天机器人正在迅速普及.
- 患者越来越多地使用在线资源获取健康信息.
- 人工智能产生的患者教育材料的质量需要评估.
研究的目的:
- 评估甲状腺结节上的ChatGPT反应的准确性和可读性.
- 为了比较不同提示策略对响应质量的影响.
- 为了评估ChatGPT提供的引用的真实性.
主要方法:
- 使用四种不同的提示类型,ChatGPT对甲状腺结节提出了30个相同的问题.
- 对答案的准确性进行了评分,并对Flesch-Kincaid等级进行了分析.
- 评估了参考真实性和准确性.
主要成果:
- 总体而言,69.2%的答案至少是正确的,根据提示类型没有显著差异.
- 八年级水平的提示导致了最低的平均年级水平 (13.43).
- 对于所有查询,在请求时生成引用,其中87.5%是合法引用,72.5%准确地反映了源内容.
结论:
- 聊天GPT通常提供有关甲状腺结节的适当信息.
- 响应可读性往往超过了患者教育建议的水平.
- 人工智能幻觉和高阅读水平目前限制了ChatGPT作为患者教育工具的实用性.
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