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Large language model ChatGPT in healthcare scenarios: a global-scale, cross-sectional, machine learning-based informatics study.

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Title: Large language model ChatGPT in healthcare scenarios: a global-scale, cross-sectional, machine learning-based informatics study.
Authors: Guo SB; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Shen XM; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, and Department of Nutrition, School of Public Health, Sun Yat-sen University, Guangzhou, P.R. China., Yao XW; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Jiang L; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Meng Y; Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, P. R. China., Cai XY; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.
Source: International journal of surgery (London, England) [Int J Surg] 2025 Dec 04. Date of Electronic Publication: 2025 Dec 04.
Publication Type: Journal Article
Journal Info: Publisher: Wolters Kluwer Health, Inc Country of Publication: United States NLM ID: 101228232 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1743-9159 (Electronic) Linking ISSN: 17439159 NLM ISO Abbreviation: Int J Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Guo+SB%22">Guo SB</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Shen+XM%22">Shen XM</searchLink>; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, and Department of Nutrition, School of Public Health, Sun Yat-sen University, Guangzhou, P.R. China.<br /><searchLink fieldCode="AU" term="%22Yao+XW%22">Yao XW</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Jiang+L%22">Jiang L</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Meng+Y%22">Meng Y</searchLink>; Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, P. R. China.<br /><searchLink fieldCode="AU" term="%22Cai+XY%22">Cai XY</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.
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  Data: <searchLink fieldCode="JN" term="%22101228232%22">International journal of surgery (London, England)</searchLink> [Int J Surg] 2025 Dec 04. <i>Date of Electronic Publication: </i>2025 Dec 04.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+Health%2C+Inc%22">Wolters Kluwer Health, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101228232 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1743-9159 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217439159%22">17439159 </searchLink><i>NLM ISO Abbreviation: </i>Int J Surg <i>Subsets: </i>MEDLINE
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        Value: 10.1097/JS9.0000000000004413
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        Text: English
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      – TitleFull: Large language model ChatGPT in healthcare scenarios: a global-scale, cross-sectional, machine learning-based informatics study.
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            – D: 04
              M: 12
              Text: 2025 Dec 04
              Type: published
              Y: 2025
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