{"id":"W2315319852","doi":"10.1097/00124509-200203000-00011","title":"ECT: Use in Individuals with Mental Retardation","year":2002,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electroconvulsive therapy; Psychiatry; Medicine; Psychology; Pediatrics; Schizophrenia (object-oriented programming)","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":[0.0002103518,0.00007163287,0.0002296514,0.0001744201,0.00002390687,0.00001109016,0.00003784632,0.00002354796,0.0001473793],"category_scores_gemma":[0.00008489508,0.00004757881,0.00004294536,0.000155913,0.00002425004,0.0001818031,0.000006541777,0.0002080975,0.000008037718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050392,"about_ca_system_score_gemma":0.00001822102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007139881,"about_ca_topic_score_gemma":0.00003559504,"domain_scores_codex":[0.9993159,0.00003890388,0.0002306986,0.00005868548,0.0002355306,0.0001202364],"domain_scores_gemma":[0.9995617,0.00005819536,0.0001807202,0.00006491625,0.00009266883,0.0000418415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003918032,0.0002796541,0.961529,0.000015388,0.0004402988,0.0003596388,0.002133484,0.00000845808,0.02334416,0.0000115186,0.009082716,0.002403931],"study_design_scores_gemma":[0.008564634,0.005834412,0.9481976,0.0004649886,0.0001896885,0.003088876,0.0003793816,0.0000536141,0.02484648,0.00008474511,0.008125805,0.0001697805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996322,0.000952417,0.00001050943,0.001949481,0.00004046295,0.0001238996,9.935887e-7,0.000004471516,0.0005957111],"genre_scores_gemma":[0.9977299,0.0005890868,0.0007818986,0.0004047456,0.0001134467,0.000001302197,8.841391e-7,0.000009670965,0.0003690926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333135,"threshold_uncertainty_score":0.1940208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675566041911637,"score_gpt":0.2779510491289607,"score_spread":0.2411953887098443,"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."}}