{"id":"W2041324093","doi":"10.1016/j.cjca.2012.10.007","title":"The 2012 Canadian Cardiovascular Society Heart Failure Management Guidelines Update: Focus on Acute and Chronic Heart Failure","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton; Western University; University of Toronto; Université Laval; Cegep regional de Lanaudiere; Ottawa Heart Institute; Royal Jubilee Hospital; University of Calgary; McGill University; St. Michael's Hospital; St. Boniface Hospital; Queen Elizabeth II Health Sciences Centre; Joseph Brant Hospital; Montreal Heart Institute; University of Alberta; St Mary's Hospital Centre; University of Waterloo; McMaster University; Dalhousie University; Hamilton Health Sciences","funders":"Canadian Cardiovascular Society","keywords":"Medicine; Heart failure; Canadian Cardiovascular Society; Intensive care medicine; Management of heart failure; Cardiology; 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":[0.002631595,0.001724473,0.004438554,0.006661648,0.0006911021,0.002139603,0.001874161,0.00291329,0.005158556],"category_scores_gemma":[0.007487623,0.0006143416,0.001945686,0.008680966,0.0006807288,0.001803987,0.001385074,0.003817017,0.001649831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005289484,"about_ca_system_score_gemma":0.02024575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07925606,"about_ca_topic_score_gemma":0.1983306,"domain_scores_codex":[0.9985588,0.0001909171,0.0003524419,0.00009438767,0.0006763474,0.0001269868],"domain_scores_gemma":[0.9944962,0.001610445,0.0009421757,0.00006033096,0.002441321,0.0004494952],"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":[0.0001087008,0.00008258454,0.0005550759,0.03017995,0.0003231226,0.0001116915,0.00006088607,0.0002043469,0.0001708885,0.0009541847,0.3953896,0.5718589],"study_design_scores_gemma":[0.0001984715,0.00005910689,0.004915127,0.05193513,0.001484037,0.0005894135,0.0001254237,0.0002024644,0.000118025,0.0007737024,0.9395288,0.00007026759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008982794,0.992609,0.0001232752,0.004351481,0.001288426,0.00002942581,0.0002822412,0.00002050553,0.001205773],"genre_scores_gemma":[0.0006582342,0.9936581,0.0007828153,0.00320456,0.0007147627,0.00003375792,0.0003653848,0.000006021241,0.0005764048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07925606,"threshold_uncertainty_score":0.1575895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306476621479709,"score_gpt":0.2938196753307624,"score_spread":0.2607549091159653,"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."}}