聊天机器人健康咨询研究报告准则:CHART声明
, Bright Huo1, Gary Collins2
1Division of General Surgery, Department of Surgery, McMaster University, Hamilton, Canada.
Artificial intelligence in medicine
|August 2, 2025
概括
聊天机器人评估报告工具 (CHART) 提供了关于提供健康建议的人工智能聊天机器人的研究指南. 该工具确保对聊天机器人健康咨询 (CHA) 研究进行透明报告,以便更好地理解和解释.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 临床研究方法论 临床研究方法论
背景情况:
- 生成性AI聊天机器人越来越多地用于临床证据总结和健康建议.
- 现有关于聊天机器人健康建议 (CHA) 的研究显示,行为,报告和方法有显著的差异.
- 需要标准化报告准则,以确保CHA研究的清晰度和可重复性.
研究的目的:
- 开发和验证对评估医疗保健中人工智能驱动聊天机器人的研究的全面报告准则.
- 引入聊天机器人评估报告工具 (CHART),以提高CHA研究报告的质量和透明度.
主要方法:
- 进行了系统审查,以确定CHA研究中的报告不一致性.
- 根据审查结果,制定了一份检查清单草案.
- 一个国际,多学科的修改异步的德尔菲共识过程涉及531个利益相关者被用来进行修订.
- 通过与48个利益相关方举行的三次同步小组会议,进一步细化了共识.
- 对检查清单进行了试点测试.
主要成果:
- 开发了聊天机器人评估报告工具 (CHART),包括12个主要项目和39个子项目.
- CHART涉及CHA研究的关键方面,包括模型细节,提示工程,查询策略和绩效评估.
- 该指南促进了CHA研究研究的所有阶段的透明报告.
结论:
- CHART提供了一个标准化的框架,用于报告健康咨询研究中的AI聊天机器人的表现.
- 该指南旨在提高CHA研究结果的理解,解释和可复制性.
- 图表是临床医生,研究人员,编辑,同行评审和在医疗保健领域的人工智能领域的读者的宝贵资源.
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