{"id":"W3203492688","doi":"10.1089/cap.2021.0064","title":"The Efficacy and Cognitive Effects of Acute Course Electroconvulsive Therapy Are Equal in Adolescents, Transitional Age Youth, and Young Adults","year":2021,"lang":"en","type":"article","venue":"Journal of Child and Adolescent Psychopharmacology","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Montreal Cognitive Assessment; Electroconvulsive therapy; Depression (economics); Tolerability; Medicine; Young adult; Psychiatry; Psychology; Cognition; Pediatrics; Internal medicine; Clinical psychology; Adverse effect; Cognitive impairment","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":[0.001211626,0.0001663694,0.0004849697,0.0005862148,0.0002209124,0.0006035005,0.0001620109,0.0002971689,0.000919082],"category_scores_gemma":[0.003818983,0.0001431939,0.0006891297,0.0003408063,0.0002448861,0.0003426564,0.0002647015,0.0003081009,0.0001533752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151294,"about_ca_system_score_gemma":0.0002604125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643434,"about_ca_topic_score_gemma":0.003434185,"domain_scores_codex":[0.9993807,0.000185901,0.00008928691,0.00006546039,0.0001991912,0.0000794381],"domain_scores_gemma":[0.9984415,0.000409636,0.0007100886,0.0000583453,0.0001205596,0.0002599043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00113575,0.0001819448,0.9833382,0.00004352153,0.0002907436,0.0001161899,0.0001462149,0.00003051793,0.0003021523,0.00002523232,0.0001169252,0.01427257],"study_design_scores_gemma":[0.00004593851,0.0005123321,0.9988641,0.00002521545,0.0000597432,0.0001839062,0.00009667601,0.00003972058,0.00004742718,0.00001330206,0.0001098968,0.000001769196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978936,0.001394843,0.00002219042,0.00004322418,0.000007810562,0.00001040586,0.00009608772,0.000001417912,0.0005303822],"genre_scores_gemma":[0.9991089,0.0005286131,0.00004475288,0.00006080724,0.00001281393,0.000008063825,0.0001285861,7.15617e-7,0.0001067178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001643434,"threshold_uncertainty_score":0.006407797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006836158399218081,"score_gpt":0.2934314451180106,"score_spread":0.2865952867187925,"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."}}