{"id":"W2809897037","doi":"10.1097/yct.0000000000000521","title":"Accelerated Magnetic Seizure Therapy for Treatment of Major Depressive Disorder","year":2018,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Delirium; Electroconvulsive therapy; Hamilton Rating Scale for Depression; Depression (economics); Randomized controlled trial; Adverse effect; Medicine; Major depressive disorder; Psychiatry; Psychology; Pediatrics; Physical therapy; Cognition; Internal 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":[0.00008206087,0.0001323811,0.0004684957,0.000108912,0.00006099792,0.000006218166,0.0000663865,0.00004571602,0.0001810068],"category_scores_gemma":[0.00005198409,0.0000796993,0.0001857518,0.0001217892,0.00008454234,0.00004472086,0.000005077157,0.0000479516,0.000002551066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006200726,"about_ca_system_score_gemma":0.0001049318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001092433,"about_ca_topic_score_gemma":0.00001386994,"domain_scores_codex":[0.9992345,0.0000333129,0.0003243278,0.00009113719,0.0001430122,0.0001737297],"domain_scores_gemma":[0.9986364,0.0001158814,0.0003072159,0.0001227276,0.0007610697,0.00005673361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0185826,0.002274933,0.07351528,0.00008307638,0.003615203,0.00008929983,0.004092717,0.000004306406,0.7463253,0.00003732947,0.00873456,0.1426454],"study_design_scores_gemma":[0.03737194,0.1064767,0.1088363,0.0001859088,0.0006770692,0.0004756823,0.0003755269,0.00005172112,0.714229,0.0006121809,0.03048635,0.0002215995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794083,0.01799944,0.0002210711,0.001453901,0.0001168969,0.0005225637,0.00000493717,0.000006686098,0.0002661622],"genre_scores_gemma":[0.9944026,0.003177953,0.0008153808,0.0002252374,0.000571155,0.00001842193,0.000001503792,0.00002293249,0.0007648318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424238,"threshold_uncertainty_score":0.3250043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351627213420834,"score_gpt":0.3371086547275809,"score_spread":0.3035923825933726,"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."}}