{"id":"W3009262785","doi":"10.1097/yct.0000000000000655","title":"Over the Cuckoo’s Nest","year":2020,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Electroconvulsive therapy; Psychology; Clinical psychology; Population; Major depressive disorder; Psychiatry; Cognition; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614217,0.0006159231,0.000384494,0.0008127794,0.006054695,0.002891256,0.0007259561,0.001335632,0.112766],"category_scores_gemma":[0.002496018,0.0002620614,0.0003024418,0.0007981627,0.003110138,0.003104073,0.002565082,0.00170842,0.02216117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471134,"about_ca_system_score_gemma":0.001279267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299102,"about_ca_topic_score_gemma":0.03007402,"domain_scores_codex":[0.9995074,0.0001498259,0.00001871549,0.0001274352,0.000111608,0.00008499583],"domain_scores_gemma":[0.9992467,0.0001503515,0.00007238769,0.0001229211,0.0001423066,0.0002652126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004201052,0.00007999584,0.008629277,0.0003320007,0.00005809202,0.00199095,0.007503691,0.001298381,0.001404557,0.239011,0.4463727,0.2928991],"study_design_scores_gemma":[0.00001343542,0.0000293867,0.001428342,0.000134121,0.000005342313,0.0004983904,0.001557738,0.0004329109,0.0001209877,0.01113875,0.9846249,0.00001576821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03662222,0.005725434,0.01040598,0.01830491,0.004344419,0.0001652102,0.001131305,0.001045446,0.9222551],"genre_scores_gemma":[0.3885768,0.002996239,0.01129486,0.004709919,0.0006505355,0.0001084685,0.0008255765,0.001107731,0.5897298],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.112766,"threshold_uncertainty_score":0.3772399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918191884884086,"score_gpt":0.2993776665592107,"score_spread":0.2701957477103698,"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."}}