生成型人工智能写开放说明:对GPT 3.5和GPT 4.0的功能进行混合方法评估
Anna Kharko1,2,3, Brian McMillan4, Josefin Hagström1,2
1Participatory eHealth and Health Data Research Group, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.
Digital health
|November 4, 2024
概括
像ChatGPT这样的生成AI可以通过提高同情心和情绪来增强临床笔记. 然而,这些人工智能生成的笔记需要更高的阅读能力,可能会影响医学准确性.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 临床文档 临床文档
背景情况:
- 越来越多的患者访问在线临床记录 (开放注释) 是一个全球趋势.
- 人们越来越感兴趣使用生成性AI,例如OpenAI的ChatGPT,以帮助临床医生在面向患者的文档中.
研究的目的:
- 评估ChatGPT 3.5和GPT 4.0在生成面向患者的临床笔记方面的有效性.
- 将人工智能生成的笔记与原始虚构的通用实践报告进行比较.
主要方法:
- 聊天GPT 3.5和4.0被用来从三个虚构的英国初级保健报告中生成笔记.
- 病情包括2型糖尿病,严重抑郁症和肠癌的怀疑.
- 输出被评估为阅读方便,情感,同理心,和医疗忠诚度.
主要成果:
- 人工智能生成的笔记更长,使用了更多的第二人称代词 (ChatGPT 3.5高).
- 可读性增加,ChatGPT 3.5 需要最先进的熟练程度.
- 共感指标 (认知,同情,亲社会) 在AI笔记中更高.
- 医疗忠诚度各不相同,ChatGPT 4.0被评为优越的.
结论:
- 在临床笔记中,ChatGPT改善了情绪和同情心.
- 人工智能生成的笔记要求更高的阅读能力,有时缺乏医学准确性.
- 当使用人工智能用于临床文档时,需要仔细审查.
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