谷歌医生与ChatGPT医生:眼科人工智能应用比较数据集
包含眼科白内障手术常见问答,由专家评估Google与ChatGPT回答的准确性、安全性和可读性。

基本信息
资源简介
谷歌医生与ChatGPT医生:眼科人工智能应用比较数据集
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 258.08 KB,主题涵盖 Cataract surgery、cataracts、ChatGPT、patient education、readability,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Dr. Google vs. Dr. ChatGPT: Exploring the Use of Artificial Intelligence in Ophthalmology by Comparing the Accuracy, Safety, and Readability of Responses to Frequently Asked Patient Questions Regarding Cataracts and Cataract Surgery》。配套论文《Dr. Google vs. Dr. ChatGPT: Exploring the Use of Artificial Intelligence in Ophthalmology by Comparing the Accuracy, Safety, and Readability of Responses to Frequently Asked Patient Questions Regarding Cataracts and Cataract Surgery》发表于 Seminars in Ophthalmology(2024),DOI:10.1080/08820538.2024.2326058。项目资助方:The author(s) reported there is no funding associated with the work featured in this article.。源站首次发布:2024-03-22。
【数据内容】
源站原始描述:Patients are using online search modalities to learn about their eye health. While Google remains the most popular search engine, the use of large language models (LLMs) like ChatGPT has increased. Cataract surgery is the most common surgical procedure in the US, and there is limited data on the quality of online information that populates after searches related to cataract surgery on search engines such as Google and LLM platforms such as ChatGPT. We identified the most common patient frequentl…
【数据结构与技术规格】
文件数 1 个,合计 258.08 KB。isio_a_2326058_sm7000.rtf:text/rtf,258.08 KB。数据集 DOI:10.6084/m9.figshare.25459938.v1。
【主题与分类】
源站学科分类:Medicine、Genetics、Science Policy。主题标签:Cataract surgery、cataracts、ChatGPT、patient education、readability、Google。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://tandf.figshare.com/articles/dataset/Dr_Google_vs_Dr_ChatGPT_Exploring_the_Use_of_Artificial_Intelligence_in_Ophthalmology_by_Comparing_the_Accuracy_Safety_and_Readability_of_Responses_to_Frequently_Asked_Patient_Questions_Regarding_Cataracts_and_Cataract_Surgery/25459938
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Dr. Google vs. Dr. ChatGPT: Exploring the Use of Artificial Intelligence in Ophthalmology by Comparing the Accuracy, Safety, and Readability of Responses to Frequently Asked Patient Questions Regarding Cataracts and Cataract Surgery. Taylor & Francis. Cohen, Samuel A.; Brant, Arthur; Fisher, Ann Car…
【使用注意】
· 源站最后修改于 2024-10-10,引用时请注意版本时效。
下载信息
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公开数据集受托下载与技术交付服务。
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使用方式
数据集获取(Figshare)
- 源站标题:Dr. Google vs. Dr. ChatGPT: Exploring the Use of Artificial Intelligence in Ophthalmology by Comparing the Accuracy, Safety, and Readability of Responses to Frequently Asked Patient Questions Regarding Cataracts and Cataract Surgery
- DOI:10.6084/m9.figshare.25459938.v1
- 发布日期:2024-03-22
- 文件数:1 个
- 文件总体积:258.08 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Dr_Google_vs_Dr_ChatGPT_Exploring_the_Use_of_Artificial_Intelligence_in_Ophthalmology_by_Comparing_the_Accuracy_Safety_and_Readability_of_Responses_to_Frequently_Asked_Patient_Questions_Regarding_Cataracts_and_Cataract_Surgery/25459938
命令行下载
curl -L -o "isio_a_2326058_sm7000.rtf" "https://ndownloader.figshare.com/files/45206886"
文件清单
isio_a_2326058_sm7000.rtf(258.08 KB)
文件总体积 258.08 KB(源站 API 实测)。
数据说明
Patients are using online search modalities to learn about their eye health. While Google remains the most popular search engine, the use of large language models (LLMs) like ChatGPT has increased. Cataract surgery is the most common surgical procedure in the US, and there is limited data on the quality of online information that populates after searches related to cataract surgery on search engines such as Google and LLM platforms such as ChatGPT. We identified the most common patient frequently asked questions (FAQs) about cataracts and cataract surgery and evaluated the accuracy, safety, and readability of the answers to these questions provided by both Google and ChatGPT. We demonstrated the utility of ChatGPT in writing notes and creating patient education materials.
The top 20 FAQs related to cataracts and cataract surgery were recorded from Google. Responses to the questions provided by Google and ChatGPT were evaluated by a panel of ophthalmologists for accuracy and safety. Evaluators were also asked to distinguish between Google and LLM chatbot answers. Five validated readability indices were used to assess the readability of responses. ChatGPT was instructed to generate operative notes, post-operative instructions, and customizable patient education materials according to specific readability criteria.
Responses to 20 patient FAQs generated by ChatGPT were significantly longer and written at a higher reading level than responses provided by Google (p p When comparing the responses to patients’ cataract FAQs provided by ChatGPT and Google, practicing ophthalmologists overwhelming preferred ChatGPT responses. LLM chatbot responses were less likely to contain inaccurate information. ChatGPT represents a viable information source for eye health for patients with higher health literacy. ChatGPT may also be used by ophthalmologists to create customizable patient education materials for patients with varying health literacy.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.25459938.v1(source: https://tandf.figshare.com/articles/dataset/Dr_Google_vs_Dr_ChatGPT_Exploring_the_Use_of_Artificial_Intelligence_in_Ophthalmology_by_Comparing_the_Accuracy_Safety_and_Readability_of_Responses_to_Frequently_Asked_Patient_Questions_Regarding_Cataracts_and_Cataract_Surgery/25459938)。
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