{"id":"W1985050785","doi":"10.1097/yct.0b013e318222b1b8","title":"Access to Electroconvulsive Therapy Services in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of Manitoba; Université Laval; University of Toronto; Dalhousie University; University of British Columbia; Alberta Health Services; Queen's University","funders":"","keywords":"Electroconvulsive therapy; Population; Anesthesiology; Medicine; Family medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003732067,0.0001424401,0.0001946466,0.001328075,0.003084562,0.001568293,0.0008574933,0.0002826006,0.005891442],"category_scores_gemma":[0.002391285,0.000173307,0.0002641248,0.003365601,0.0008166373,0.0003534457,0.0009606086,0.0004838892,0.0002384776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03640012,"about_ca_system_score_gemma":0.06495085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957567,"about_ca_topic_score_gemma":0.9979517,"domain_scores_codex":[0.9988365,0.00006088772,0.00006504214,0.00009535289,0.0004438187,0.0004985057],"domain_scores_gemma":[0.9958401,0.0002320167,0.0006127447,0.00003485278,0.001592616,0.001687585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169808,0.0000792984,0.9355309,0.0003093085,0.00006427264,0.0006269519,0.003101688,0.0004120691,0.0004545273,0.001460166,0.009817901,0.04802588],"study_design_scores_gemma":[0.00002237202,0.00002985986,0.9847412,0.000250376,0.00002273133,0.0002393182,0.003833168,0.0003476874,0.00009081909,0.00009645319,0.01030692,0.00001920277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579371,0.003932586,0.0002636673,0.004473416,0.00004791473,0.0001062496,0.004115888,0.00003935469,0.02908378],"genre_scores_gemma":[0.9942498,0.001639511,0.0002439577,0.000561222,0.00001232475,0.00002273859,0.0008230189,0.000008045879,0.00243937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640012,"threshold_uncertainty_score":0.2641026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702843990758065,"score_gpt":0.2914384594995708,"score_spread":0.2544100195919901,"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."}}