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揭穿姑息治疗的神话:评估人工智能聊天机器人的表现(ChatGPT与谷歌Gemini对比)

Debunking Palliative Care Myths: Assessing the Performance of Artificial Intelligence Chatbots (ChatGPT vs. Google Gemini).

作者信息

Gondode Prakash Gyandev, Mahor Vaishali, Rani Deepa, Ramkumar Rupavath, Yadav Pooja

机构信息

Department of Anaesthesiology Pain medicine and Critical care, All India Institute of Medical Sciences, New Delhi, India.

Department of Anesthesiology, Vardhaman Mahavir Medical College, New Delhi, India.

出版信息

Indian J Palliat Care. 2024 Jul-Sep;30(3):284-287. doi: 10.25259/IJPC_44_2024. Epub 2024 Aug 9.

DOI:10.25259/IJPC_44_2024
PMID:39371498
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11450875/
Abstract

Palliative care plays a crucial role in comprehensive healthcare, yet misconceptions among patients and caregivers hinder access to services. Artificial Intelligence (AI) chatbots offer potential solutions for debunking myths and providing accurate information. This study aims to evaluate the effectiveness of AI chatbots, ChatGPT and Google Gemini, in debunking palliative care myths. Thirty statements reflecting common palliative care misconceptions were compiled. ChatGPT and Google Gemini generated responses to each statement, which were evaluated by a palliative care expert for accuracy. Sensitivity, positive predictive value, accuracy, and precision were calculated to assess chatbot performance. ChatGPT accurately classified 28 out of 30 statements, achieving a true-positive rate of 93.3% and a true-negative rate of 3.3%. Google Gemini achieved perfect accuracy, correctly classifying all 30 statements. Statistical tests showed no significant difference between chatbots' classifications. Both ChatGPT and Google Gemini demonstrated high accuracy in debunking palliative care myths. These findings suggest that AI chatbots have the potential to effectively dispel misconceptions and improve patient education and awareness in palliative care.

摘要

姑息治疗在综合医疗保健中发挥着关键作用,但患者和护理人员中的误解阻碍了服务的获取。人工智能(AI)聊天机器人为揭穿神话和提供准确信息提供了潜在的解决方案。本研究旨在评估AI聊天机器人ChatGPT和谷歌Gemini在揭穿姑息治疗神话方面的有效性。编制了30条反映姑息治疗常见误解的陈述。ChatGPT和谷歌Gemini对每条陈述生成了回复,由一位姑息治疗专家对其准确性进行评估。计算敏感性、阳性预测值、准确性和精确性以评估聊天机器人的性能。ChatGPT准确分类了30条陈述中的28条,真阳性率为93.3%,真阴性率为3.3%。谷歌Gemini达到了完美的准确性,正确分类了所有30条陈述。统计测试表明聊天机器人的分类之间没有显著差异。ChatGPT和谷歌Gemini在揭穿姑息治疗神话方面都表现出了很高的准确性。这些发现表明,AI聊天机器人有潜力有效消除误解,并改善姑息治疗中的患者教育和意识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7480/11450875/20f9b67365da/IJPC-30-284-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7480/11450875/20f9b67365da/IJPC-30-284-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7480/11450875/20f9b67365da/IJPC-30-284-g001.jpg

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RE: Debunking Palliative Care Myths: Assessing the Performance of Artificial Intelligence Chatbots (ChatGPT vs. Google Gemini).主题:揭穿姑息治疗的误区:评估人工智能聊天机器人的性能(ChatGPT与谷歌Gemini对比)
Indian J Palliat Care. 2025 Jan-Mar;31(1):86-87. doi: 10.25259/IJPC_286_2024. Epub 2025 Feb 7.

本文引用的文献

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Assessing the Accuracy of Generative Conversational Artificial Intelligence in Debunking Sleep Health Myths: Mixed Methods Comparative Study With Expert Analysis.评估生成式对话人工智能在破除睡眠健康误区方面的准确性:采用专家分析的混合方法比较研究
JMIR Form Res. 2024 Apr 16;8:e55762. doi: 10.2196/55762.
2
Enhancing Patient Communication With Chat-GPT in Radiology: Evaluating the Efficacy and Readability of Answers to Common Imaging-Related Questions.利用Chat-GPT加强放射科与患者的沟通:评估常见影像相关问题答案的有效性和可读性
J Am Coll Radiol. 2024 Feb;21(2):353-359. doi: 10.1016/j.jacr.2023.09.011. Epub 2023 Oct 18.
3
Recent advances in artificial intelligence applications for supportive and palliative care in cancer patients.
人工智能在癌症患者支持性和姑息治疗中的应用的最新进展。
Curr Opin Support Palliat Care. 2023 Jun 1;17(2):125-134. doi: 10.1097/SPC.0000000000000645. Epub 2023 Apr 6.
4
Palliative care education and its effectiveness: a systematic review.姑息治疗教育及其效果:系统评价。
Public Health. 2021 May;194:96-108. doi: 10.1016/j.puhe.2021.02.033. Epub 2021 Apr 16.
5
Barriers to Access to Palliative Care.获得姑息治疗的障碍。
Palliat Care. 2017 Feb 20;10:1178224216688887. doi: 10.1177/1178224216688887. eCollection 2017.