{"id":"W4399363762","doi":"10.4088/pcc.23r15045","title":"Cognitive Effects of Electroconvulsive Therapy in Schizophrenia","year":2024,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Indoc Research; University of Calgary","funders":"","keywords":"Electroconvulsive therapy; Schizophrenia (object-oriented programming); Cognition; Psychology; Psychiatry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218958,0.0001952001,0.000947981,0.0002314646,0.00003515328,0.00000885076,0.0002139107,0.0001276797,0.00003458314],"category_scores_gemma":[0.0008625051,0.0001070678,0.0004945997,0.0004897987,0.0002891285,0.00008766474,0.00002393683,0.001514839,0.00001604523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750682,"about_ca_system_score_gemma":0.0006751441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005650214,"about_ca_topic_score_gemma":0.00001382004,"domain_scores_codex":[0.9971768,0.0005386868,0.001476189,0.0001574369,0.0003899988,0.0002609058],"domain_scores_gemma":[0.994675,0.004176355,0.0005278218,0.0001867183,0.0003300583,0.0001040133],"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":[0.1541381,0.006319347,0.3344897,0.00246611,0.01510494,0.0007479622,0.00563421,0.000005645748,0.06263532,0.004972204,0.02052089,0.3929656],"study_design_scores_gemma":[0.04260703,0.05000637,0.813657,0.01097107,0.002086961,0.001330167,0.001286524,0.0000650108,0.03688219,0.03881573,0.001753146,0.0005387329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242023,0.06684585,0.0001526408,0.006279918,0.001555516,0.0004949259,0.000001224246,0.00001579243,0.0004518624],"genre_scores_gemma":[0.9800598,0.01654483,0.0002897637,0.001629505,0.00134639,0.000004961865,5.010976e-7,0.0000326749,0.00009158342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791673,"threshold_uncertainty_score":0.6581305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861701934922157,"score_gpt":0.4099241122236358,"score_spread":0.3813070928744143,"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."}}