A Comparative Analysis of Large language Models on Clinical Questions for Autoimmune Diseases

Author:

Zhang Weiming1,Yu Jie1,Ma Juntao1,Feng Jiawei1,Geng Linyu1,Chen Yuxin1,Zhang Huayong1,Ning Mingzhe1

Affiliation:

1. Nanjing Drum Tower Hospital, Nanjing University

Abstract

Abstract

Background Artificial intelligence (AI) has made great strides. Our study evaluated the performance in delivering clinical questions related to autoimmune diseases (AIDs). Methods 46 AIDs-related questions were compiled and entered into ChatGPT 3.5, ChatGPT 4.0, and Gemini. The replies were collected and sent to laboratory specialists for scoring according to relevance, correctness, completeness, helpfulness, and safety. Scores for three chatbots in five quality dimensions and the scores of the replies to the questions under each quality dimension were analyzed. Results ChatGPT 4.0 showed superior performance than ChatGPT 3.5 and Gemini in all five quality dimensions. ChatGPT 4.0 outperformed ChatGPT 3.5 or Gemini on the relevance, completeness or helpfulness in answering about the prognosis, diagnosis, or the report interpretation of AIDs. ChatGPT 4.0’s replies were the longest, followed by ChatGPT 3.5, Gemini’s was the shortest. Conclusions Our findings highlight ChatGPT 4.0 is superior to delivering comprehensive and accurate responses to AIDs-related clinical questions.

Publisher

Springer Science and Business Media LLC

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3