{"id":"W7117325001","doi":"10.1177/07067437251408188","title":"Modulation of Brain Temporal Complexity During Treatment for Depression: A CAN-BIND-1 Study Report: Modulation de la complexité temporelle du cerveau pendant le traitement de la dépression: rapport de l’étude CAN-BIND-1","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Queen's University; Indoc Research; McMaster University; Dalhousie University; Ontario Shores Centre for Mental Health Sciences; University of British Columbia; St. Joseph’s Healthcare Hamilton; McGill University; Simon Fraser University; University of Ottawa; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; H. Lundbeck A/S; Servier; Ontario Brain Institute","keywords":"Antidepressant; Escitalopram; Citalopram; Neurophysiology; Depression (economics); Brain activity and meditation; Electroencephalography; Biomarker","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001328117,0.0005608222,0.0007911484,0.0001951978,0.0003269201,0.0006210157,0.0005209637,0.0007190878,0.002647322],"category_scores_gemma":[0.002649705,0.0002044213,0.0004841831,0.0003860813,0.0003849014,0.0003944782,0.0004181704,0.0007626728,0.0002991294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008897917,"about_ca_system_score_gemma":0.0007859445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007463101,"about_ca_topic_score_gemma":0.01350224,"domain_scores_codex":[0.9995151,0.0001535373,0.00003006714,0.0001196676,0.0001210755,0.00006068895],"domain_scores_gemma":[0.9988121,0.0002972688,0.0003950332,0.0001292695,0.0002249224,0.00014145],"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":[0.2003084,0.01138269,0.2435952,0.004894881,0.01069059,0.0003809549,0.001099993,0.004016224,0.04884261,0.001553898,0.01068434,0.4625504],"study_design_scores_gemma":[0.01847211,0.03008773,0.9209316,0.0002874264,0.00590887,0.000429528,0.0001962641,0.003425548,0.0051706,0.001326629,0.01362182,0.0001417563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821979,0.009382334,0.001565216,0.0009483401,0.000123384,0.000587034,0.00171566,0.00002944573,0.003450549],"genre_scores_gemma":[0.9904389,0.002887277,0.001731635,0.0006102663,0.0001802632,0.000701708,0.001571193,0.00001617573,0.001862465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007463101,"threshold_uncertainty_score":0.01483929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184292803694949,"score_gpt":0.310629702261717,"score_spread":0.2587867742247675,"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."}}