{"id":"W4408636155","doi":"10.1176/appi.ajp.20240403","title":"Assessment and Management of Concurrent Substance Use in Patients Receiving Repetitive Transcranial Magnetic Stimulation for Depressive, Obsessive-Compulsive, Psychotic, and Trauma-Related Disorders: A Delphi Consensus Study and Guideline","year":2025,"lang":"en","type":"review","venue":"American Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Daiichi Sankyo Europe; National Institute on Drug Abuse; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Teijin Pharma; Vancouver Coastal Health Research Institute; University of Toronto; Deutsche Forschungsgemeinschaft; Michael Smith Health Research BC; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Assurex Health; Miyuki Giken; BrainsWay; Sage Therapeutics; National Science Foundation; Biogen; Pfizer; Centre for Addiction and Mental Health Foundation; National Institute of General Medical Sciences; Sunovion; Weston Brain Institute; Wellcome Trust; Japan Society for the Promotion of Science; LivaNova; Fondation Brain Canada; Indivior; National Health and Medical Research Council; Allergan; Shanghai Municipal Health Commission; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; Meta","keywords":"Transcranial magnetic stimulation; Guideline; Psychiatry; Substance use; Medicine; Delphi method; Psychology; Clinical psychology; Stimulation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1001525,0.0009324676,0.001523205,0.00361992,0.003117875,0.002373602,0.003043533,0.003795597,0.001183917],"category_scores_gemma":[0.1008348,0.0008345481,0.003444663,0.002440575,0.00257199,0.002544127,0.006317414,0.003868676,0.0004836914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005210858,"about_ca_system_score_gemma":0.03025504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007149745,"about_ca_topic_score_gemma":0.01452564,"domain_scores_codex":[0.9081309,0.05845233,0.02124345,0.002255197,0.007494027,0.002423971],"domain_scores_gemma":[0.926687,0.03511488,0.005686113,0.001658107,0.0282323,0.002621631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006100374,0.001427899,0.02362554,0.04795577,0.00145812,0.002677683,0.1066803,0.004397799,0.006078912,0.008118835,0.06683078,0.7301384],"study_design_scores_gemma":[0.002466452,0.005138369,0.05591098,0.2518901,0.00362449,0.006820749,0.2246588,0.01515203,0.006935997,0.03750716,0.3884814,0.001413584],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3106389,0.09191254,0.1206391,0.2730133,0.006249833,0.1209532,0.002034544,0.0003501246,0.07420845],"genre_scores_gemma":[0.5368295,0.05563461,0.3347451,0.02040167,0.0006661384,0.04690243,0.001298989,0.00007857495,0.003442974],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1001525,"threshold_uncertainty_score":0.5296633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272375932853543,"score_gpt":0.3579259020268985,"score_spread":0.3252021426983631,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}