{"id":"W4401334868","doi":"10.1016/j.cjca.2024.05.010","title":"Care Gaps and System Issues With Delivering Cardiovascular Risk Reduction and Lipid-Lowering Therapy in Secondary Prevention","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital; Canadian VIGOUR Centre; University of Alberta; Université de Montréal; Montreal Heart Institute","funders":"Chi Sigma Iota; Canadian Institutes of Health Research; American Regent; Esperion Therapeutics; AstraZeneca; Allergan; HLS Therapeutics; Duke Clinical Research Institute; Eisai; Novo Nordisk; Novartis Pharmaceuticals Canada; Daiichi-Sankyo; Bayer; Servier; Pfizer; York University; Moderna; Seqirus; Regeneron Pharmaceuticals; Boston Scientific Corporation; Cleveland Clinic; Bristol-Myers Squibb; Eli Lilly and Company; CSL Behring; University of Toronto; Heart and Stroke Foundation of Canada; Sanofi; Amgen","keywords":"Medicine; Secondary prevention; Reduction (mathematics); Intensive care medicine; Internal medicine","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":[0.01176411,0.0007716648,0.001995805,0.002940695,0.001159376,0.003915287,0.001796568,0.003206587,0.002784461],"category_scores_gemma":[0.02241327,0.0004809989,0.001301182,0.003778603,0.001576553,0.003118929,0.002852831,0.003367498,0.0005043016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006461576,"about_ca_system_score_gemma":0.02672718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02815014,"about_ca_topic_score_gemma":0.04163486,"domain_scores_codex":[0.9926062,0.002708334,0.001024822,0.0005532976,0.002497981,0.0006093144],"domain_scores_gemma":[0.9859176,0.009442422,0.001367319,0.0002494187,0.002482283,0.0005409029],"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":[0.00006530904,0.00007195638,0.0008405492,0.07924007,0.0005560215,0.0001513672,0.001221527,0.0005916518,0.0001791639,0.01726004,0.02824442,0.8715779],"study_design_scores_gemma":[0.00008644205,0.0001951522,0.005980148,0.1644883,0.001195857,0.001027377,0.00306658,0.000322867,0.0002587714,0.009078991,0.8142303,0.00006930556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002492522,0.9933724,0.0001579366,0.004961412,0.0002968389,0.00001731029,0.00002086189,0.000004705324,0.0009192174],"genre_scores_gemma":[0.004656387,0.9919872,0.000678256,0.002199905,0.000248572,0.00003915481,0.00002990057,0.000003216347,0.000157431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02815014,"threshold_uncertainty_score":0.06221533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958644532583879,"score_gpt":0.2765243766251105,"score_spread":0.2569379312992717,"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."}}