{"id":"W2314104121","doi":"10.1016/j.cjca.2013.07.458","title":"Improving Coronary Intensive Care Unit Performance on Meeting Canadian Quality Indicators on Acute Coronary Syndrome and Congestive Heart Failure","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Coronary care unit; Acute coronary syndrome; Heart failure; Intensive care medicine; Intensive care unit; Cardiology; Internal medicine; Medical emergency; Myocardial infarction","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":[0.004841505,0.0007295864,0.0009493853,0.001444556,0.001814763,0.001472999,0.001379057,0.001076101,0.002488523],"category_scores_gemma":[0.0212606,0.0003049736,0.001629915,0.002742905,0.0004254847,0.0009151436,0.001776531,0.001815257,0.0002564447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01489297,"about_ca_system_score_gemma":0.04276297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.865331,"about_ca_topic_score_gemma":0.9052224,"domain_scores_codex":[0.9935934,0.001085566,0.0005635685,0.0004203587,0.002535531,0.001801559],"domain_scores_gemma":[0.98129,0.001468038,0.003591883,0.000378149,0.008321439,0.004950558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005781788,0.0009455123,0.8818164,0.0002747031,0.0006103327,0.00004562381,0.0003221029,0.001184856,0.0001632454,0.0006505594,0.03890629,0.07450215],"study_design_scores_gemma":[0.00006168318,0.0001508294,0.9974374,0.00008875807,0.0001488509,0.00001156325,0.0001342945,0.0004520628,0.00005769586,0.00006683946,0.001375049,0.0000150264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184942,0.006842555,0.0009099224,0.02030063,0.0009333467,0.0004516901,0.01402052,0.0002143539,0.03783277],"genre_scores_gemma":[0.9898336,0.001410921,0.001987673,0.001630725,0.0002152855,0.00009377338,0.003895012,0.00001357058,0.0009195592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134669,"threshold_uncertainty_score":0.2709242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502889088027536,"score_gpt":0.2501638467637957,"score_spread":0.2351349558835203,"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."}}