Feasibility of human-in-the-loop multimodal generative artificial intelligence chatbot for school-based adolescent mental health support

doi:10.5498/wjp.123904

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World Journal of Psychiatry

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2220-3206

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

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Copyright: ©Author(s) 2026. 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.

World J Psychiatry. Oct 19, 2026; 16(10): 123904
Published online Oct 19, 2026. doi: 10.5498/wjp.123904

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Figure 5 Daily user messages and daily chatbot use duration across the intervention period. A: The number of user messages by day in the study (X-axis) and by participant (Y-axis). Color intensity represents the number of messages sent per day; B: The time of use (minutes) by day in the study (X-axis) and by participant (Y-axis). Color intensity represents the time of use per day.

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://dx.doi.org/10.5498/wjp.123904

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 [DOI: 10.5498/wjp.123904]

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