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Article History
Received: 10 June 2025
Revised: 28 March 2026
Accepted: 30 April 2026
First Online: 24 May 2026
Competing interests
: PMP has received speakers' honoraria from Daiichi Sankyo, Libbs, Sandoz, Novartis, and Abbot. NJ is MPI of a research related grant from Biogen Inc, for work unrelated to this manuscript. JCS is a consultant for PFIZER, SUNOVIAN, SANOFI, JOHNSON & JOHNSON, Livanova, and Boehringer Ingelheim. Material support (for IOL site, led by MA and GJD) was provided by Neuronetics. FA is Section Editor of NeuroImage: Clinical; has received speaker honoraria from Philips, Novartis, and Biogen Idec; and receives or has received research supports from the Italian Ministry of Health, AriSLA (Fondazione Italiana di Ricerca per la SLA), and the European Research Council. EC has received research supports from the Italian Ministry of Health. MF is Editor-in-Chief of the Journal of Neurology; received compensation for consulting services and/or speaking activities from Biogen Idec, Merck-Serono, Novartis, and Teva Pharmaceutical Industries; and receives research support from Biogen Idec, Merck-Serono, Novartis, Teva Pharmaceutical Industries, Roche, Italian Ministry of Health, Fondazione Italiana Sclerosi Multipla, and ARiSLA (Fondazione Italiana di Ricerca per la SLA). MF is Editor-in-Chief of the Journal of Neurology; received compensation for consulting services and/or speaking activities from Biogen Idec, Merck-Serono, Novartis, and Teva Pharmaceutical Industries; and receives research support from Biogen Idec, Merck-Serono, Novartis, Teva Pharmaceutical Industries, Roche, Italian Ministry of Health, Fondazione Italiana Sclerosi Multipla, and ARiSLA (Fondazione Italiana di Ricerca per la SLA). GAF owns equity in Alto Neuroscience and has served as a consultant for SynpaseBio AI and Alto Neuroscience. MPP is an advisor to Spring Care, Inc., a behavioral health startup, he has received royalties for an article about methamphetamine in UpToDate. MBS has in the past 3 years been a consultant for Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, Epivario, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, Roche/Genentech, and Oxeia Biopharmaceuticals; and has stock options in Oxeia Biopharmaceuticals and Epivario. DJS has received consultancy honoraria from Discovery Vitality, Johnson & Johnson, Kanna, L’Oreal, Lundbeck, Orion, Sanofi, Servier, Takeda and Vistagen. KH is a scientific advisor to the Aury Care GmbH, which develops an AI-based chatbot providing mental health support. He holds virtual stock options in Aury Care GmbH. Previously, this relationship was with the Mental Tech GmbH, from which the Aury Care GmbH took over product development. This research was supported [in part] by the Intramural Research Program of the National Institutes of Health (NIH). The contributions of the NIH author(s) are considered Works of the United States Government. The findings and conclusions presented in this paper are those of the author(s) and do not necessarily reflect the views of the NIH or the U.S. Department of Health and Human Services.