{"id":"W4386209549","doi":"10.1093/eurheartj/ehad539","title":"Recommendations for statin management in primary prevention: disparities among international risk scores","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Medicine; Framingham Risk Score; Concordance; Statin; Risk assessment; Population; Cohort; Risk factor; Residual risk; Internal medicine; Demography; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01546318,0.0003542897,0.0006131907,0.001563567,0.0006166374,0.002365909,0.001028047,0.00106941,0.002808812],"category_scores_gemma":[0.05065386,0.000169946,0.000741585,0.001472761,0.0006305607,0.0009334521,0.00138256,0.001678728,0.0007622881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399252,"about_ca_system_score_gemma":0.004279659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230909,"about_ca_topic_score_gemma":0.01558703,"domain_scores_codex":[0.9897172,0.00635912,0.001113127,0.0005064044,0.002029845,0.0002742769],"domain_scores_gemma":[0.9882696,0.005103563,0.002112336,0.0007310321,0.002933364,0.0008500975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005308329,0.0003467762,0.5417911,0.0007972143,0.0005282981,0.00009570226,0.001175998,0.002517387,0.0003234554,0.009811928,0.06809738,0.3739838],"study_design_scores_gemma":[0.001177875,0.0005908685,0.8039193,0.01199645,0.001387354,0.000734416,0.004087159,0.02023506,0.0009612659,0.04416428,0.1105769,0.0001691592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.360746,0.05287781,0.0433297,0.4581812,0.002362623,0.001205891,0.006198587,0.0005147081,0.07458361],"genre_scores_gemma":[0.9207085,0.01502608,0.04200379,0.01668289,0.0008839512,0.000418554,0.002690963,0.00009077593,0.001494486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01546318,"threshold_uncertainty_score":0.08177805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574851049146582,"score_gpt":0.3355118594207942,"score_spread":0.2797633489293284,"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."}}