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Population-Wide Depression Incidence Forecasting Comparing Autoregressive Integrated Moving Average and Vector Autoregressive Integrated Moving Average to Temporal Fusion Transformers: Longitudinal Observational Study

Deliang Yang, Yiyi Tang, Vivien Kin Yi Chan, Qiwen Fang, Sandra Sau Man Chan, Hao Luo, Ian Chi Kei Wong, Huang-Tz Ou, Esther Wai Yin Chan, David Makram Bishai, Yingyao Chen, Martin Knapp, Mark Jit, Dawn Craig, Xue Li

J Med Internet Res 2025;27:e67156

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Addressing the Stigma of Mental Illness in Black Families and Communities in Ontario, Canada: Protocol for a Mixed Methods Study

Joseph Adu, Josephine P H Wong, Priscilla Boakye, Sebastian Gyamfi, Egbe B Etowa, Mark Fordjour Owusu

JMIR Res Protoc 2025;14:e66851

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Investigating Social Network Peer Effects on HIV Care Engagement Using a Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis of the N2 Cohort Study

Cho-Hee Shrader, Dustin T Duncan, Redd Driver, Juan G Arroyo-Flores, Makella S Coudray, Raymond Moody, Yen-Tyng Chen, Britt Skaathun, Lindsay Young, Natascha del Vecchio, Kayo Fujimoto, Justin R Knox, Mariano Kanamori, John A Schneider

JMIR Public Health Surveill 2025;11:e64497

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Short- and Long-Term Effectiveness of Brief Intensive Trauma Treatment for Adolescents With Posttraumatic Stress Disorder and Their Caregivers: Protocol for a Multicenter Randomized Controlled Trial

must meet all of the following criteria: 12-18 years of age; A history of psychological trauma (as measured by the Life Events Checklist of the Clinician-Administered Posttraumatic Stress Disorder Scale for Children and Adolescents in the DSM-5 [Diagnostic and Statistical Manual of Mental Disorders (Fifth Edition)]) [35,36]; At least subthreshold posttraumatic stress disorder criteria, conform to the Clinician-Administered PTSD Scale for Children and Adolescents DSM-5, that is: fully meets criteria A, F, and G,

Myrna M Westerveld, Malindi van der Mheen, Rik Knipschild, Kim Maijer, Marieke E de Keizer-Altink, Nina Albisser, Marielle J E Hoekstra, Anne Timmermans-Jansen, Rosa Zijp, Anne A Krabbendam, Francisca J A (Bonny) van Steensel, Kees-Jan Kan, Chaim Huyser, Wouter G Staal, Elisabeth M W J Utens, Ramón J L Lindauer