评估ChatGPT在临床药房中的性能:对ChatGPT和临床药剂师进行比较研究
Xiaoru Huang1,2, Dannya Estau1,2, Xuening Liu1,2
1Department of Pharmacy, Peking University Third Hospital, Beijing, China.
British journal of clinical pharmacology
|August 25, 2023
概括
这项研究评估了ChatGPT在临床药房中的表现,发现它在药物咨询方面表现出色,但在处方审查和药物不良反应评估方面扎. 对于复杂的临床任务,需要进一步开发.
科学领域:
- 医疗保健中的人工智能
- 临床药房实践 临床药房实践
- 自然语言处理自然语言处理.
背景情况:
- 人工智能的整合,特别是像ChatGPT这样的大型语言模型,在医疗保健中带来了新的机遇和挑战.
- 评估AI工具在临床药房等专业领域的功能,对于了解它们的潜力和局限性至关重要.
研究的目的:
- 评估ChatGPT在关键临床药房领域的表现.
- 将ChatGPT的准确性和完整性与执照临床药剂师的评估进行比较.
主要方法:
- 实际的临床案例问题和药剂师的答案被用来评估ChatGPT (三月23日版本).
- 五位经授权的临床药剂师在0-10级别上独立对ChatGPT的反应进行了评分.
- 统计分析 (学生的t测试) 将ChatGPT的得分与临床药剂师的得分进行比较.
主要成果:
- 聊天GPT在药物咨询方面表现强 (8.77/10),但在处方审查 (5.23/10),患者药物教育 (6.20/10),不良药物反应识别 (5.07/10) 和因果关系评估 (4.03/10) 中表现明显较弱.
- 虽然ChatGPT显示出强大的信息检索和集成,但它缺乏药物特定数据和复杂指令的高级推理.
结论:
- 在临床药房中,ChatGPT显示出作为补充工具的潜力.
- 在ChatGPT处理复杂的临床药房任务和推理的能力方面需要显著改进.
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