{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862515,0.0001319756,0.0004216369,0.0002185279,0.00002675735,0.000009954394,0.0002529995,0.00002505158,0.0001634473],"category_scores_gemma":[0.00002776056,0.00009535399,0.000066215,0.0003181341,0.00001076661,0.0001530364,0.00002472184,0.0002723488,0.000003793024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468638,"about_ca_system_score_gemma":0.001005098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2704733,"about_ca_topic_score_gemma":0.7197327,"domain_scores_codex":[0.9989249,0.0000447197,0.0003748657,0.0001054396,0.0002611521,0.0002889924],"domain_scores_gemma":[0.9991502,0.00005574369,0.0002220896,0.0001218156,0.0003108723,0.0001393349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00454758,0.0002162773,0.8961308,0.00005973201,0.0006358065,0.001089087,0.003988958,0.00000524248,0.07914929,0.00002351333,0.004063878,0.01008982],"study_design_scores_gemma":[0.002285663,0.002134267,0.8000955,0.0001675323,0.00003190013,0.0003492236,0.0005756512,0.000002956315,0.1910381,0.0002004824,0.002980104,0.0001386059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941931,0.002163801,0.00001139219,0.001449925,0.0001278004,0.0002586151,6.985858e-7,0.000004298764,0.001790397],"genre_scores_gemma":[0.9931902,0.0009360516,0.0001896653,0.005453927,0.0001532179,0.00000705611,2.518655e-7,0.00001699924,0.00005263118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4492594,"threshold_uncertainty_score":0.7343847,"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."}}