{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T19:35:26Z","timestamp":1786563326131,"version":"build-2736575974"},"reference-count":10,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Internet Res"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Lock and colleagues showed promising effects for asynchronous virtual training in family-based treatment for anorexia nervosa paired with expert case-based consultation to promote fidelity. In this commentary, we present two promising directions by which to extend these early findings: (1) using AI to scale fidelity monitoring and prevent clinician drift over time; (2) broadening the reach of virtual training models beyond private practice settings to improve the quality of eating disorders services delivered in community settings and narrow the treatment gap.<\/jats:p>","DOI":"10.2196\/107039","type":"journal-article","created":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T19:13:00Z","timestamp":1786561980000},"page":"e107039-e107039","source":"Crossref","is-referenced-by-count":0,"title":["Catch My Drift: Building Scalable and Sustainable Models for Promoting Clinician Adherence to Evidence-Based Treatments for Eating Disorders"],"prefix":"10.2196","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1620-8300","authenticated-orcid":false,"given":"Andrea Beth","family":"Goldschmidt","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9736-8906","authenticated-orcid":false,"given":"Andrea Kass","family":"Graham","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,8,12]]},"reference":[{"key":"R1","doi-asserted-by":"publisher","DOI":"10.2196\/89999","article-title":"Training clinicians in private practice in family-based treatment for anorexia nervosa: randomized controlled trial comparing two online approaches","volume":"28","author":"Lock","journal-title":"J Med Internet Res"},{"issue":"3","key":"R2","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1002\/eat.22670","article-title":"Addressing critical gaps in the treatment of eating disorders","volume":"50","author":"Kazdin","journal-title":"Int J Eat Disord"},{"issue":"1","key":"R3","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1002\/erv.2695","article-title":"Therapist adherence to family-based treatment for adolescents with anorexia nervosa: a multi-site exploratory study","volume":"28","author":"Dimitropoulos","journal-title":"Eur Eat Disord Rev"},{"issue":"10","key":"R4","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1176\/appi.ps.201200456","article-title":"Community mental health provider modifications to cognitive therapy: implications for sustainability","volume":"64","author":"Wiltsey Stirman","journal-title":"Psychiatr Serv"},{"issue":"12","key":"R5","doi-asserted-by":"publisher","first-page":"2121","DOI":"10.1002\/eat.23624","article-title":"Treatment fidelity in eating disorders and psychological research: current status and future directions","volume":"54","author":"Peyser","journal-title":"Int J Eat Disord"},{"key":"R6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cbpra.2025.06.005","article-title":"TherapyTrainer: using AI to train therapists in written exposure therapy","author":"Stade","journal-title":"Cogn Behav Pract"},{"key":"R7","doi-asserted-by":"publisher","DOI":"10.2196\/84091","article-title":"An AI-driven virtual patient platform (CBT Trainer) for training cognitive behavioral therapy practitioners against competencies: mixed methods pilot study","volume":"12","author":"Zhang","journal-title":"JMIR Med Educ"},{"issue":"1","key":"R8","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1037\/pst0000550","article-title":"Preliminary investigation of an artificial intelligence-based cognitive behavioral therapy training tool","volume":"62","author":"Kopelovich","journal-title":"Psychotherapy (Chic)"},{"key":"R9","unstructured":"Christian C Tapp A Neiser A Stalvey E Zhu J Tortolani C . A thematic analysis of community stakeholder experiences in the implementation of family-based treatment for adolescent anorexia nervosa delivered in the home [Poster]. Presented at: the 32nd annual meeting of the Eating Disorders Research Society; Oct 22-24, 2026; Vienna, Austria."},{"issue":"1","key":"R10","doi-asserted-by":"publisher","DOI":"10.1186\/s40337-024-01008-w","article-title":"A qualitative assessment of provider-perceived barriers to implementing family-based treatment for anorexia nervosa in low-income community settings","volume":"12","author":"Egbert","journal-title":"J Eat Disord"}],"container-title":["Journal of Medical Internet Research"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T19:13:01Z","timestamp":1786561981000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jmir.org\/2026\/1\/e107039"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,12]]},"references-count":10,"URL":"https:\/\/doi.org\/10.2196\/107039","relation":{},"ISSN":["1438-8871"],"issn-type":[{"value":"1438-8871","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,12]]},"article-number":"v28i3e107039"}}