Evaluating the agreement between ChatGPT-4 and validated questionnaires in screening for anxiety and depression in college students: a cross-sectional study DOI Creative Commons

Jiali Liu,

Juan Gu, Michael C. F. Tong

и другие.

BMC Psychiatry, Год журнала: 2025, Номер 25(1)

Опубликована: Апрель 10, 2025

The Chat Generative Pre-trained Transformer (ChatGPT), an artificial intelligence-based web application, has demonstrated substantial potential across various knowledge domains, particularly in medicine. This cross-sectional study assessed the validity and possible usefulness of ChatGPT-4 assessing anxiety depression by comparing two questionnaires. tasked with generating a structured interview questionnaire based on validated Patient Health Questionnaire-9 (PHQ-9) Generalized Anxiety Disorder Scale-7 (GAD-7). These new measures were referred to as GPT-PHQ-9 GPT-GAD-7. utilized Spearman correlation analysis, Intra-class coefficients (ICC), Youden's index, receiver operating characteristic (ROC) Bland-Altman plots evaluate consistency between scores from adapted those questionnaire. A total 200 college students participated. Cronbach's α indicated acceptable reliability for both (α = 0.75) GPT-GAD-7 0.76). ICC values 0.80 PHQ-9 0.70 GAD-7. Spearman's showed moderate associations (p 0.63) GAD-7 0.68). ROC curve analysis revealed optimal cutoffs 9.5 depressive symptoms 6.5 symptoms, high sensitivity specificity. good Future studies should investigate ChatGPT designed different populations.

Язык: Английский

Modelling Urban Logistics Processes Using Artificial Intelligence (AI) DOI
Rytis Engelaitis, Margarita Išoraitė, Aldona Jarašūnienė

и другие.

Lecture notes in intelligent transportation and infrastructure, Год журнала: 2025, Номер unknown, С. 294 - 304

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

The intersection of artificial intelligence and human resources: transforming journey using natural language processing DOI
Chetan Sharma, Nisha Chanana

Iran Journal of Computer Science, Год журнала: 2025, Номер unknown

Опубликована: Апрель 3, 2025

Язык: Английский

Процитировано

0

Bullshit universities: the future of automated education DOI Creative Commons
Robert Sparrow, Gene Flenady

AI & Society, Год журнала: 2025, Номер unknown

Опубликована: Апрель 2, 2025

Язык: Английский

Процитировано

0

The Impact of Artificial Intelligence on Research Efficiency DOI Creative Commons
Mitra Madanchian, Hamed Taherdoost

Results in Engineering, Год журнала: 2025, Номер unknown, С. 104743 - 104743

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0

Evaluating the agreement between ChatGPT-4 and validated questionnaires in screening for anxiety and depression in college students: a cross-sectional study DOI Creative Commons

Jiali Liu,

Juan Gu, Michael C. F. Tong

и другие.

BMC Psychiatry, Год журнала: 2025, Номер 25(1)

Опубликована: Апрель 10, 2025

The Chat Generative Pre-trained Transformer (ChatGPT), an artificial intelligence-based web application, has demonstrated substantial potential across various knowledge domains, particularly in medicine. This cross-sectional study assessed the validity and possible usefulness of ChatGPT-4 assessing anxiety depression by comparing two questionnaires. tasked with generating a structured interview questionnaire based on validated Patient Health Questionnaire-9 (PHQ-9) Generalized Anxiety Disorder Scale-7 (GAD-7). These new measures were referred to as GPT-PHQ-9 GPT-GAD-7. utilized Spearman correlation analysis, Intra-class coefficients (ICC), Youden's index, receiver operating characteristic (ROC) Bland-Altman plots evaluate consistency between scores from adapted those questionnaire. A total 200 college students participated. Cronbach's α indicated acceptable reliability for both (α = 0.75) GPT-GAD-7 0.76). ICC values 0.80 PHQ-9 0.70 GAD-7. Spearman's showed moderate associations (p 0.63) GAD-7 0.68). ROC curve analysis revealed optimal cutoffs 9.5 depressive symptoms 6.5 symptoms, high sensitivity specificity. good Future studies should investigate ChatGPT designed different populations.

Язык: Английский

Процитировано

0