{"id":"W4225255178","doi":"10.1016/s2215-0366(22)00077-3","title":"Risk of suicide death following electroconvulsive therapy treatment for depression: a propensity score-weighted, retrospective cohort study in Canada","year":2022,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; Canada Research Chairs; Department of Psychiatry, University of Toronto; Women's College Hospital; Fondation Brain Canada; Ministry of Health -Singapore; Centre for Addiction and Mental Health Foundation; Institute for Clinical Evaluative Sciences; Weston Brain Institute","keywords":"Electroconvulsive therapy; Medicine; Depression (economics); Hazard ratio; Retrospective cohort study; Psychiatry; Population; Cohort; Cohort study; Proportional hazards model; Poison control; Internal medicine; Emergency medicine; Confidence interval; Schizophrenia (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0009866224,0.0005077401,0.0007111508,0.001623004,0.002109715,0.001878998,0.001818273,0.00127501,0.002307031],"category_scores_gemma":[0.004088328,0.0008085512,0.001721842,0.005223779,0.0008958124,0.0006280497,0.0008851704,0.001596961,0.0002657424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01239399,"about_ca_system_score_gemma":0.0142408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582351,"about_ca_topic_score_gemma":0.9626526,"domain_scores_codex":[0.998542,0.0001857005,0.0001485696,0.0003608335,0.0002875045,0.0004754771],"domain_scores_gemma":[0.9960198,0.0002785827,0.001298838,0.0003864749,0.001259571,0.0007567478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073742,0.00002351937,0.9971411,0.00001956896,0.0003652219,0.00009961476,0.000148607,0.00009357879,0.00006624664,0.0001199744,0.0007764209,0.0009387667],"study_design_scores_gemma":[0.00004062632,0.00003522775,0.9980128,0.00003633814,0.0001867592,0.0001276777,0.0005122942,0.000491704,0.00002792656,0.00007482863,0.0004340104,0.00001979219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926283,0.001897443,0.0002130439,0.000501112,0.00005671061,0.0000366117,0.003458581,0.00001344775,0.001194661],"genre_scores_gemma":[0.996933,0.0007414449,0.0001221182,0.0001253843,0.00002041102,0.00001261903,0.001395718,0.000008451467,0.0006407702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04176486,"threshold_uncertainty_score":0.08992517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434760912927887,"score_gpt":0.2965451747743341,"score_spread":0.2621975656450553,"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."}}