{"id":"W4322719496","doi":"10.1176/appi.ajp.20220306","title":"Functional Connectivity Mapping for rTMS Target Selection in Depression","year":2023,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; National Institutes of Health; Temerty Family Foundation; Michael Smith Health Research BC; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Weston Brain Institute; National Institute on Drug Abuse; BrainsWay; Campbell Institute; Indivior; H. Lundbeck A/S; Vancouver Coastal Health Research Institute; Centre for Addiction and Mental Health; Fondation Brain Canada; Campbell Family Mental Health Research Institute; Hope for Depression Research Foundation","keywords":"Anterior cingulate cortex; Functional connectivity; Neuroscience; Transcranial magnetic stimulation; Psychology; Major depressive disorder; Clinical psychology; Cognition; Stimulation","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":[0.001662303,0.0003815626,0.0002974501,0.0008889579,0.0001894221,0.0003871924,0.0003698506,0.0002872399,0.001359578],"category_scores_gemma":[0.009382803,0.0001274901,0.0005971316,0.0006806646,0.0001859438,0.0002726182,0.0002815166,0.0002270295,0.0001793247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243827,"about_ca_system_score_gemma":0.0002826462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409396,"about_ca_topic_score_gemma":0.003740499,"domain_scores_codex":[0.9993402,0.0004429432,0.0000309066,0.00009927306,0.00006467083,0.0000219707],"domain_scores_gemma":[0.9985093,0.001083356,0.0001947972,0.0001130258,0.00008158763,0.00001784276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001535256,0.0003006351,0.2873485,0.0007741694,0.002745136,0.0007061171,0.0008666751,0.1140883,0.02942404,0.006240044,0.004664117,0.551307],"study_design_scores_gemma":[0.0001750385,0.0006118795,0.5227725,0.0001176417,0.0005241175,0.001175028,0.0001997354,0.4450831,0.007266031,0.01816881,0.003836042,0.00007012807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7150106,0.001499452,0.2780409,0.0004865503,0.00003558716,0.0003694687,0.001743942,0.0004689353,0.002344474],"genre_scores_gemma":[0.9670792,0.000196815,0.03158719,0.00002744364,0.00001978234,0.0002031358,0.0005861506,0.00002845391,0.0002718489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409396,"threshold_uncertainty_score":0.008791208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492374390981242,"score_gpt":0.2936388715394704,"score_spread":0.258715127629658,"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."}}