{"id":"W2899772523","doi":"10.2147/ndt.s182423","title":"Cognitive functioning in patients treated with electroconvulsive therapy","year":2018,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerstvo Zdravotnictví Ceské Republiky","keywords":"Medicine; Electroconvulsive therapy; Cognition; Psychiatry; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003555882,0.0002589854,0.0004873354,0.000583383,0.0004960737,0.000543694,0.0001843903,0.000305302,0.0009797805],"category_scores_gemma":[0.001728503,0.00008579015,0.0003156463,0.0004711495,0.0002099295,0.0002004849,0.0002205273,0.0003522416,0.0001182584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954724,"about_ca_system_score_gemma":0.0003157417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839715,"about_ca_topic_score_gemma":0.003905002,"domain_scores_codex":[0.9997855,0.00006178584,0.0000326095,0.00002450437,0.00005655325,0.00003898921],"domain_scores_gemma":[0.9995645,0.00007701908,0.0001606248,0.00001725422,0.00007078298,0.0001098375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001691038,0.0008937296,0.9805634,0.0001096857,0.0001888159,0.001265922,0.000882948,0.00007294818,0.0008894256,0.00003195614,0.0003259163,0.01308419],"study_design_scores_gemma":[0.0000912667,0.001631042,0.9961773,0.00002592104,0.000060706,0.001088581,0.0003801766,0.00004586583,0.0001083783,0.0000307626,0.0003529209,0.000007173781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986013,0.0004520783,0.00001150225,0.00003893672,0.000007634458,0.00001727815,0.00005665999,0.00000125135,0.0008133755],"genre_scores_gemma":[0.9995121,0.0001851239,0.00002112205,0.0000446467,0.00001147387,0.00001290658,0.0001040667,3.96562e-7,0.000108225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839715,"threshold_uncertainty_score":0.005646408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009706042815419836,"score_gpt":0.2479936731411264,"score_spread":0.2382876303257065,"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."}}