{"id":"W2216019381","doi":"10.1016/j.cjca.2015.07.120","title":"STANDARDIZATION AND MEASUREMENT OF CARDIAC SERVICES PERFORMANCE THROUGH THE DEVELOPMENT OF QUALITY-BASED PROCEDURES (QBPS)","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Coronary artery disease; Interventional cardiology; Standardization; Percutaneous coronary intervention; Cardiac catheterization; Intensive care medicine; Myocardial infarction; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1553555,0.0009253799,0.0009650904,0.008504976,0.001869317,0.005278181,0.003924419,0.001454084,0.0007615028],"category_scores_gemma":[0.283689,0.0006322926,0.00111633,0.007580785,0.002431104,0.003321273,0.004679768,0.003868978,0.0003769113],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267152,"about_ca_system_score_gemma":0.06323798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0518594,"about_ca_topic_score_gemma":0.04705277,"domain_scores_codex":[0.7936873,0.1068343,0.03508902,0.008070244,0.05348748,0.002831578],"domain_scores_gemma":[0.5892901,0.1277544,0.07706746,0.02925356,0.1678248,0.008809643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001299938,0.0009983481,0.1932908,0.002194487,0.0003214982,0.00004970572,0.005371973,0.005139845,0.001885896,0.01491606,0.01295449,0.7627469],"study_design_scores_gemma":[0.0002343189,0.002227768,0.8230572,0.008521761,0.0004405812,0.0004434298,0.008251905,0.03051424,0.01380435,0.02430599,0.0878277,0.0003706861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3042677,0.0148262,0.5089496,0.08574015,0.002567742,0.01204606,0.004242552,0.002720959,0.06463905],"genre_scores_gemma":[0.5304629,0.004959068,0.4537823,0.004217023,0.0003873322,0.002994999,0.001775065,0.0001780238,0.001243336],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9873285,"threshold_uncertainty_score":0.8216084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2501322883348713,"score_gpt":0.4297660073471886,"score_spread":0.1796337190123172,"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."}}