{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445374,0.0001918242,0.001159493,0.0005727928,0.0001577135,0.00002643144,0.0001529305,0.0003801788,0.00002489076],"category_scores_gemma":[0.0006286423,0.0001647172,0.003211015,0.0003288705,0.0001806439,0.00007736711,0.000007519502,0.0004533782,0.00001826369],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130126,"about_ca_system_score_gemma":0.01202875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1042664,"about_ca_topic_score_gemma":0.1283001,"domain_scores_codex":[0.9981431,0.0002275348,0.0004764003,0.0002277495,0.0003257557,0.0005994989],"domain_scores_gemma":[0.9950084,0.00005551321,0.000114305,0.000450954,0.0007331777,0.003637611],"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":[0.00006401882,0.00000220579,0.3993269,0.00004134662,0.005319588,0.0001341845,0.0004310152,0.00175687,0.00002719817,0.0001892397,0.5888675,0.003839996],"study_design_scores_gemma":[0.001909675,0.000211303,0.06500721,0.00001691845,0.0006098526,0.001749984,0.001051424,0.000003362985,0.00005104881,0.00006426059,0.9291624,0.0001625626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587971,0.0268368,0.03991346,0.03853358,0.01598774,0.002728684,0.0006756615,0.00009595809,0.01643107],"genre_scores_gemma":[0.9950413,0.00004771459,0.001112268,0.001132006,0.002412752,0.000008496468,0.00003584826,0.000035525,0.000174091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3402949,"threshold_uncertainty_score":0.9935721,"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."}}