{"id":"W2221170402","doi":"10.1016/j.cjca.2015.12.027","title":"Canadian Cardiovascular Society Quality Indicators for Heart Failure","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; Canadian Cardiovascular Society; Public Health Agency of Canada; University of Toronto; Dalhousie University; Canadian Institute for Health Information; University of Alberta; Université Laval; Institut National de Santé Publique du Québec; Sunnybrook Health Science Centre; St. Michael's Hospital; Research Institute for Aging; McMaster University; Ontario Stroke Network; University of Waterloo","funders":"Canadian Cardiovascular Society; Public Health Agency of Canada","keywords":"Medicine; Heart failure; Canadian Cardiovascular Society; Quality (philosophy); Internal medicine; Cardiology; Intensive care medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006682268,0.001544923,0.002782339,0.01250837,0.002356701,0.002691774,0.00329629,0.00109084,0.007991214],"category_scores_gemma":[0.02700646,0.0006992102,0.003094656,0.01927781,0.0006338222,0.0009351417,0.001883387,0.003251289,0.00132701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04242664,"about_ca_system_score_gemma":0.1274621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743396,"about_ca_topic_score_gemma":0.9820462,"domain_scores_codex":[0.9890457,0.0008876022,0.001562451,0.0004228482,0.006919964,0.001161387],"domain_scores_gemma":[0.9432113,0.00207105,0.005381066,0.0006271123,0.04308452,0.005625085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002322947,0.0001472023,0.1584732,0.002041964,0.001009646,0.0000587441,0.0001866604,0.001496363,0.00005171606,0.006210126,0.7812164,0.0488757],"study_design_scores_gemma":[0.0004631528,0.00007093405,0.8212565,0.001980413,0.0008877722,0.0001260402,0.0003845135,0.003049073,0.0001655312,0.002562579,0.1688693,0.0001842505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.02906105,0.04194478,0.006347069,0.0284888,0.007008954,0.002196597,0.7816318,0.001815291,0.1015055],"genre_scores_gemma":[0.3396616,0.04886306,0.03489451,0.008337374,0.002047092,0.00424725,0.5278807,0.0005061387,0.03356245],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9575734,"threshold_uncertainty_score":0.3078283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968509224643156,"score_gpt":0.2698295668827114,"score_spread":0.2401444746362798,"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."}}