{"id":"W3199437220","doi":"10.1161/circoutcomes.120.007183","title":"Recommendations and Associated Levels of Evidence for Statin Use in Primary Prevention of Cardiovascular Disease: A Comparison at Population Level of the American Heart Association/American College of Cardiology/Multisociety, US Preventive Services Task Force, Department of Veterans Affairs/Department of Defense, Canadian Cardiovascular Society, and European Society of Cardiology/European Atherosclerosis Society Clinical Practice Guidelines","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Veterans Affairs; Population; Guideline; Internal medicine; Canadian Cardiovascular Society; Cardiology; Family medicine; Myocardial infarction; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0137643,0.0003474333,0.003842766,0.00008002065,0.0001592139,0.000009011165,0.0001507017,0.000178749,7.292954e-7],"category_scores_gemma":[0.001822132,0.000306168,0.007384421,0.000637907,0.0005817892,0.0002230102,0.0002033171,0.0002218299,4.488518e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476251,"about_ca_system_score_gemma":0.0004735886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217919,"about_ca_topic_score_gemma":0.001093006,"domain_scores_codex":[0.9895903,0.005367134,0.002701063,0.0007044174,0.001299907,0.0003371619],"domain_scores_gemma":[0.9928441,0.001325337,0.002175633,0.001147449,0.002332291,0.0001751806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121088,0.0001627125,0.9458653,0.002567888,0.0343005,0.000001094744,0.001019825,0.008546729,0.0006625562,0.00001347882,0.0001192656,0.006619577],"study_design_scores_gemma":[0.003436155,0.0002057955,0.9828042,0.0008231099,0.007840853,0.000008611046,0.002805942,0.0004476199,0.0004145084,0.00001571241,0.0009640856,0.0002333542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709987,0.01224123,0.009631354,0.0003705387,0.00009577537,0.002184606,0.004455256,0.00001082876,0.00001172665],"genre_scores_gemma":[0.9791589,0.008172596,0.01198774,0.0001170059,0.0000501734,0.00004590415,0.0004126807,0.00004355841,0.00001141702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693897,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2623782296684588,"score_gpt":0.4110885372400911,"score_spread":0.1487103075716323,"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."}}