{"id":"W3096159421","doi":"10.1093/schbul/sbaa144","title":"Treatment Capacity and Clinical Outcomes for Patients With Schizophrenia Who Were Treated With Electroconvulsive Therapy: A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University Health Network; Public Health Ontario; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Electroconvulsive therapy; Schizophrenia (object-oriented programming); Medicine; Retrospective cohort study; Cohort; Internal medicine; Psychosis; Psychiatry; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003540435,0.0006413209,0.00131176,0.0001136637,0.0003700482,0.00009000804,0.0002561611,0.0002766078,0.0003035535],"category_scores_gemma":[0.0002458977,0.0003852231,0.0001941384,0.0002831254,0.0002614742,0.00004166272,0.00003881784,0.0005632981,0.0001053996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520936,"about_ca_system_score_gemma":0.0001479264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659076,"about_ca_topic_score_gemma":0.0003066838,"domain_scores_codex":[0.995987,0.0005893435,0.0007311091,0.001499566,0.0004972041,0.0006957793],"domain_scores_gemma":[0.997426,0.0006632447,0.0003777698,0.0006277045,0.0003859443,0.0005193151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03196118,0.001728113,0.9487984,0.000007164366,0.001693953,0.0001702902,0.001105281,4.130962e-7,0.000001107648,0.00008747887,0.0004059251,0.01404071],"study_design_scores_gemma":[0.03106674,0.02714935,0.9380774,0.00003816661,0.0002192179,0.00002431515,0.0004923607,0.000006152112,0.000004847669,0.00005209201,0.002411846,0.0004574934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905224,0.00007601281,0.00006507548,0.00272577,0.0001497106,0.005750587,0.0002304645,0.0002014311,0.0002785055],"genre_scores_gemma":[0.9969707,0.00004026276,0.001182116,0.0004835264,0.0002356691,0.0006724739,0.00005332382,0.0001084035,0.0002535958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542124,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858702990616245,"score_gpt":0.3224748010454954,"score_spread":0.293887771139333,"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."}}