{"id":"W3130617209","doi":"10.1097/yct.0000000000000747","title":"A Pilot Study of Switching Electroconvulsive Therapy for Patients With Treatment Resistant Schizophrenia or Mood Disorder","year":2021,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brief Psychiatric Rating Scale; Electroconvulsive therapy; Mania; Schizophrenia (object-oriented programming); Bipolar disorder; Rating scale; Psychiatry; Psychology; Depression (economics); Mood; Montgomery–Åsberg Depression Rating Scale; Young Mania Rating Scale; Medicine; Clinical psychology; Internal medicine; Psychosis; Major depressive disorder","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159684,0.0002362396,0.000808647,0.0001554179,0.0001142661,0.0000146738,0.0000848771,0.00001941482,0.0000282555],"category_scores_gemma":[0.000162274,0.0001276621,0.0001361322,0.0002806971,0.00002233688,0.00008400642,0.00001278485,0.000179023,3.561876e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831278,"about_ca_system_score_gemma":0.0004693709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002827024,"about_ca_topic_score_gemma":0.0006808119,"domain_scores_codex":[0.9984781,0.0001034434,0.000565413,0.0001978999,0.0003847856,0.0002703523],"domain_scores_gemma":[0.9976305,0.000306271,0.0005858567,0.0002149812,0.001179029,0.00008334211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4026213,0.0386062,0.2997579,0.0001291265,0.01183784,0.0002894563,0.005666241,0.00001464808,0.2265305,0.00003277033,0.0002516211,0.01426241],"study_design_scores_gemma":[0.1029384,0.5954072,0.2558883,0.0003589776,0.0009344677,0.0001296379,0.002647897,0.000005436175,0.04085921,0.0001312203,0.0004327091,0.0002664499],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960243,0.002056369,0.0001389911,0.0003463068,0.00006115063,0.001317454,0.000005133651,0.000008399362,0.00004187302],"genre_scores_gemma":[0.9977565,0.0006887093,0.001076934,0.00008290698,0.0001364974,0.00005394137,0.000002913744,0.00004206888,0.0001595491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.556801,"threshold_uncertainty_score":0.5205911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224203407175059,"score_gpt":0.2952969922873969,"score_spread":0.2730549582156463,"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."}}