{"id":"W4574908","doi":"10.1177/070674371205701009","title":"The Canadian Survey of Standards of Electroconvulsive Therapy Practice: A Call for Accreditation","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; Dalhousie University; University of Manitoba; Alberta Health Services; Queen's University; University of British Columbia","funders":"","keywords":"Electroconvulsive therapy; Accreditation; Psychology; Psychiatry; Medicine; Family medicine; Medical education; Schizophrenia (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00758615,0.0003964565,0.0004580146,0.003966699,0.002999263,0.001241276,0.002291913,0.0006549756,0.002434988],"category_scores_gemma":[0.01704942,0.0004416068,0.0006288245,0.009882776,0.0007753751,0.0005778268,0.001475845,0.0008773725,0.0005381346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05704224,"about_ca_system_score_gemma":0.1168663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932864,"about_ca_topic_score_gemma":0.9939143,"domain_scores_codex":[0.989342,0.001058984,0.0008388127,0.0004105969,0.007102077,0.001247589],"domain_scores_gemma":[0.9603832,0.001792933,0.003234064,0.0007540537,0.02905041,0.004785389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009512963,0.000114574,0.8522594,0.0006643342,0.00006503512,0.00008989075,0.002258525,0.000300425,0.0002979541,0.0008152111,0.09738055,0.04565893],"study_design_scores_gemma":[0.00001202302,0.00002663473,0.9862211,0.0001047492,0.000008330104,0.00001775398,0.0007885525,0.0002242199,0.00005788611,0.00001807547,0.01250741,0.00001336686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7631147,0.006280107,0.003416016,0.03059553,0.0005775046,0.003525891,0.128511,0.0004355697,0.06354378],"genre_scores_gemma":[0.9303162,0.003411837,0.008796328,0.003722547,0.00007854049,0.001640725,0.04478614,0.00007238734,0.007175412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9429578,"threshold_uncertainty_score":0.4138724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753268823930368,"score_gpt":0.3437216503048385,"score_spread":0.3161889620655349,"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."}}