概括
一个新的指南,聊天机器人评估报告工具 (CHART),为研究提供健康建议的人工智能聊天机器人的建议. CHART确保对聊天机器人健康咨询研究进行透明报告,以更好地理解和解释.
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.
- 这些聊天机器人健康咨询研究的研究行为,报告和方法的变化需要标准化的指导方针.
- 现有的研究缺乏全面的报告标准,阻碍了可复制性和解释性.
研究的目的:
- 为评估医疗保健中人工智能驱动聊天机器人的研究制定和验证报告准则.
- 提高聊天机器人健康咨询研究报告的透明度和全面性.
主要方法:
- 一项系统性审查发现了聊天机器人健康咨询研究中的报告变化.
- 一个涉及531个国际利益相关者的德尔菲共识过程完善了检查清单草案.
- 协商一致会议和试点测试进一步验证了报告准则.
主要成果:
- 开发了聊天机器人评估报告工具 (CHART),包括12个项目和39个子项目.
- CHART涉及报告的关键方面,包括模型细节,提示工程,查询策略和绩效评估.
- 该指南促进了标题,摘要,背景,方法,结果和讨论的标准化报告.
结论:
- CHART为人工智能聊天机器人的健康咨询研究提供了一个透明和全面的报告框架.
- 该指南支持临床医生,研究人员,编辑和同行评审者理解和解释研究结果.
- 预计采用CHART将提高有关医疗保健聊天机器人的研究质量和可靠性.
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