{"id":"W4404291362","doi":"10.1177/07067437241290181","title":"Clinical Characteristics of Inpatients with Schizophrenia Spectrum Disorder Treated with Electroconvulsive Therapy: A Population-Level Cross-Sectional Study: Titre: Caractéristiques cliniques des patients hospitalisés présentant un trouble du spectre de la schizophrénie et traités par électrochocs : Une étude de population transversale","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Institute of Neurosciences, Mental Health and Addiction; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Aging","keywords":"Schizophrenia spectrum; Cross-sectional study; Electroconvulsive therapy; Schizophrenia (object-oriented programming); Psychiatry; Population; Medicine; Psychology; Psychosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001078852,0.0004119426,0.0007294185,0.0003579273,0.0004312069,0.0001621059,0.0002492188,0.0001809409,0.00004242906],"category_scores_gemma":[0.00009800333,0.0002699278,0.0002594741,0.0006303159,0.0004163898,0.0002765103,0.000008151736,0.001028052,9.898661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006246454,"about_ca_system_score_gemma":0.002483422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02488229,"about_ca_topic_score_gemma":0.2060562,"domain_scores_codex":[0.9968052,0.0006031226,0.001177482,0.0003540706,0.0005122868,0.0005478692],"domain_scores_gemma":[0.9979695,0.0002389912,0.0006869915,0.0002541739,0.0004896459,0.0003606716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007283303,0.0008046253,0.9861981,0.00006059051,0.001755263,0.00007994111,0.002292511,0.00001958,0.00005097437,0.0004044049,0.00004922726,0.001001513],"study_design_scores_gemma":[0.006470887,0.009612682,0.9787598,0.000317642,0.0004822143,0.0003011166,0.0002631257,0.00003131375,0.0001600324,0.003309133,0.00001852965,0.0002735629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959709,0.0009121877,0.0002518446,0.001463115,0.0002062893,0.0009790286,0.0001248949,0.00004503654,0.00004667391],"genre_scores_gemma":[0.9961128,0.0004103029,0.002562996,0.0002116029,0.000451619,0.00002880891,0.0001048092,0.0001022223,0.00001484595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811739,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303786898179381,"score_gpt":0.3076781541528002,"score_spread":0.2946402851710064,"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."}}