在韩国药剂师执照考试中GPT-3.5和GPT-4的表现:比较研究
Hye Kyung Jin1,2, EunYoung Kim1,2,3
1Research Institute of Pharmaceutical Sciences, College of Pharmacy, Chung-Ang University, Seoul, Republic of Korea.
JMIR medical education
|December 4, 2024
概括
GPT-4和GPT-3.5模型在韩国药剂师执照考试 (KPLE) 上表现强,GPT-4超过了人类药学学生. 这些大型语言模型显示了药房教育的潜力.
科学领域:
- 人工智能的人工智能
- 药房教育 教育 药房教育
- 大型语言模型
背景情况:
- 像ChatGPT这样的大型语言模型 (LLM) 在医学考试中表现有希望.
- 对非英语语言的LLM成绩和药房考试的研究有限.
研究的目的:
- 评估GPT-3.5和GPT-4在韩国药剂师执照考试 (KPLE) 的表现.
主要方法:
- 评估了GPT-3.5和GPT-4在2021-2023年KPLEs多选题中的准确性.
- 包括960个问题跨越生物药学,工业药学,临床和实用药学和医疗健康立法.
主要成果:
- GPT-4的三年平均精度为86.5%,超过了GPT-3.5 (60.7%).
- 准确性因学科而异,在生物制药学中最高,在医疗卫生立法中最低.
- GPT-4的表现接近或超过了人类药学学生的表现.
结论:
- GPT 模型符合或超过了 KPLE 合格标准.
- 在药房中,LLM显示出潜力,但可靠性和安全性需要进一步研究.
- 解决局限性可以增强GPT模型作为药房教育工具.
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