10/10/2026 9:09:51 AM | Browse: 1 | Download: 0
| Publication Name | World Journal of Psychiatry |
|---|---|
| Manuscript ID | 123904 |
| Country | China |
|
2026-06-02 08:19 | ||
|---|---|---|---|
|
2026-06-02 08:20 | ||
|
|||
|
2026-06-23 03:45 | ||
|
2026-07-07 01:27 | ||
|
2026-08-11 08:17 | ||
|
2026-09-08 02:42 | ||
|
|||
|
2026-09-08 09:37 | ||
|
2026-09-08 09:37 | ||
|
|||
|
2026-09-16 04:04 | ||
|
2026-10-10 09:09 |
| ISSN | 2220-3206 (online) |
|---|---|
| Open Access | This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See Permissions. Published by Baishideng Publishing Group Inc. |
| Copyright | ©Author(s) (or their employer(s)) 2026. No commercial re-use. See Permissions. Published by Baishideng Publishing Group Inc. |
| Article Reprints | For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247 |
| Permissions | For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207 |
| Publisher | Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA |
| Website | http://www.wjgnet.com |
| Category | Psychology | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Manuscript Type | Prospective Study | ||||||||||||||||||||||
| Article Title | Feasibility of human-in-the-loop multimodal generative artificial intelligence chatbot for school-based adolescent mental health support | ||||||||||||||||||||||
| Manuscript Source | Unsolicited Manuscript | ||||||||||||||||||||||
| All Author List | Xi-Wang Fan, Ting-Yu Lin, Ming-Hao Wang, Li-Cheng Wu, Xin-Xi Chen, Jun-Yao Chen, Yi-Zhen Wu, Yu Zheng, Tang Li, Hao Du, Yao-Xuan Wang, Yu-Jie Wang, Jing-Wen Zhang, Li-Wei Huang, Tian-Ze Fan, Bing Liu, Jie Liu, Pei Sun, Hui Zhao, Guo-Lin Ma, Qiang Cheng and Shi-Jun Li | ||||||||||||||||||||||
| ORCID |
|
||||||||||||||||||||||
| Funding Agency and Grant Number |
|
||||||||||||||||||||||
| Corresponding Author | Shi-Jun Li, Department of Radiology, First Medical Center of Chinese PLA General Hospital, /, Beijing 100853, China. shijunli07@yeah.net | ||||||||||||||||||||||
| Key Words | Generative artificial intelligence; Adolescent mental health; Chatbot; Feasibility study; Depression; Nonrandomized pilot study; Quasi-experimental study; Acceptance and commitment therapy; Safety monitoring; Human-in-the-loop | ||||||||||||||||||||||
| Core Tip | This pilot study evaluated the supervised school-based implementation of Duoduo, an acceptance and commitment therapy-informed multimodal generative artificial intelligence chatbot developed for adolescents with elevated depressive symptoms. Most participants completed the 2-week intervention, engaged with the system for an average total duration of approximately 101 minutes, and reported a moderate working alliance. Risk-related conversation signals were referred for staff review through a predefined human-in-the-loop safety workflow. The findings primarily support the feasibility of implementation and provide guidance for future program planning. Clinical outcome findings were considered exploratory because participant allocation was pragmatic, baseline symptom severity differed between groups, multiple outcomes were evaluated, and the follow-up period was brief. | ||||||||||||||||||||||
| Publish Date | 2026-10-10 09:09 | ||||||||||||||||||||||
| Citation |
Fan XW, Lin TY, Wang MH, Wu LC, Chen XX, Chen JY, Wu YZ, Zheng Y, Li T, Du H, Wang YX, Wang YJ, Zhang JW, Huang LW, Fan TZ, Liu B, Liu J, Sun P, Zhao H, Ma GL, Cheng Q, Li SJ. Feasibility of human-in-the-loop multimodal generative artificial intelligence chatbot for school-based adolescent mental health support. World J Psychiatry 2026; 16(10): 123904 |
||||||||||||||||||||||
| URL | https://www.wjgnet.com/2220-3206/full/v16/i10/123904.htm | ||||||||||||||||||||||
| DOI | https://doi.org/10.5498/wjp.123904 |