{"id":"W2014522175","doi":"10.1097/00124509-200603000-00009","title":"Clinical Outcome and Memory Function With Maintenance Electroconvulsive Therapy","year":2006,"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":"Centre for Addiction and Mental Health","funders":"","keywords":"Electroconvulsive therapy; Depression (economics); Refractory (planetary science); Psychology; Psychiatry; Medicine; Cognition","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":[0.0005649733,0.000147977,0.00054492,0.0001102318,0.00006073068,0.00001221821,0.0000519341,0.00005676326,0.00002700582],"category_scores_gemma":[0.00007053462,0.00008660598,0.0001369715,0.0001272208,0.0001264767,0.00009941858,0.000007774791,0.000445799,0.000003436229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611998,"about_ca_system_score_gemma":0.00009025212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008756258,"about_ca_topic_score_gemma":0.00001872417,"domain_scores_codex":[0.9987535,0.00007676078,0.0005682925,0.0001395003,0.0002334761,0.0002284753],"domain_scores_gemma":[0.9987766,0.0001712437,0.0004474268,0.000113614,0.0004151516,0.0000760023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009129676,0.0002818498,0.9387079,0.00002522187,0.0007101542,0.0002644578,0.00006420246,0.000003100471,0.03128651,0.0001570225,0.006158103,0.01321178],"study_design_scores_gemma":[0.009559919,0.01448854,0.9597267,0.0001065314,0.0002173213,0.002154039,0.0001333534,0.000006770079,0.005067869,0.0005637528,0.007815534,0.000159686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904514,0.005002492,0.0007658271,0.002063947,0.0001282753,0.0002264576,3.741294e-7,0.00001500764,0.001346218],"genre_scores_gemma":[0.9942995,0.001657927,0.0006413391,0.001511776,0.000796783,0.000003612484,5.868176e-7,0.00002201263,0.001066475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621864,"threshold_uncertainty_score":0.3531689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211692610145722,"score_gpt":0.3177483567217501,"score_spread":0.2965790957071779,"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."}}