{"id":"W2597374004","doi":"10.4088/jcp.16m10686","title":"Clinical Effectiveness and Cognitive Impact of Electroconvulsive Therapy for Schizophrenia","year":2017,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Electroconvulsive therapy; Schizoaffective disorder; Schizophrenia (object-oriented programming); Psychiatry; Cognition; Psychology; Psychosis; Medicine; Depression (economics); Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001113356,0.0001598947,0.0003026434,0.000539302,0.0002101564,0.0004094137,0.0001832432,0.0001789109,0.0006158544],"category_scores_gemma":[0.008897618,0.00006530582,0.0003396722,0.0004022545,0.0002713421,0.0002678526,0.0002004671,0.0002100585,0.00008469103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964456,"about_ca_system_score_gemma":0.0004191783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618096,"about_ca_topic_score_gemma":0.004858904,"domain_scores_codex":[0.9989844,0.0004307431,0.0001780255,0.000052037,0.0003096703,0.00004512451],"domain_scores_gemma":[0.9958996,0.001363938,0.001987613,0.00007340711,0.0003476631,0.0003278197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002171777,0.000423921,0.9385433,0.0001553513,0.0002977111,0.0003984675,0.0001542881,0.0003341137,0.001008184,0.00002122523,0.0002416704,0.05624997],"study_design_scores_gemma":[0.00007451344,0.0009528901,0.9974911,0.00002857151,0.00005288311,0.0006943843,0.0001061038,0.0002395916,0.0001680944,0.00001133132,0.0001755596,0.000005026989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975016,0.00145148,0.00003376446,0.0001252868,0.000005836154,0.0000173117,0.00009112893,0.000003724801,0.0007699729],"genre_scores_gemma":[0.9992135,0.0004409041,0.00007585855,0.0000498612,0.00001701165,0.000006386904,0.0001318313,0.000001064573,0.00006343401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618096,"threshold_uncertainty_score":0.005888045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249929723328721,"score_gpt":0.4977809037099889,"score_spread":0.4352816064767017,"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."}}