{"id":"W2160812379","doi":"10.1056/nejmoa1315665","title":"Application of New Cholesterol Guidelines to a Population-Based Sample","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":615,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cholesterol; Statin; Internal medicine; Population; Hydroxymethylglutaryl-CoA Reductase Inhibitors; Intensive care medicine; Family medicine; Cardiology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001632645,0.000107345,0.0005794245,0.000203591,0.00002311164,0.000003319742,0.00009316055,0.00005301659,0.00005209335],"category_scores_gemma":[0.00176229,0.00006859026,0.0001238631,0.0002116826,0.00001464109,0.00003482337,0.000007969332,0.000146349,0.000002692929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027436,"about_ca_system_score_gemma":0.0002402813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835143,"about_ca_topic_score_gemma":0.0001479916,"domain_scores_codex":[0.9982469,0.00006080958,0.0007591806,0.0001117432,0.0006929581,0.0001284022],"domain_scores_gemma":[0.9982773,0.000119765,0.0003372174,0.0003186543,0.0004515429,0.0004955214],"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":[0.0004261947,0.00003285995,0.0449961,0.0001027035,0.00006762733,0.000002722969,0.0002126496,0.0007938108,0.001803497,0.0001051379,0.005718496,0.9457382],"study_design_scores_gemma":[0.07557228,0.004388363,0.3731417,0.0015271,0.0005928408,0.000434588,0.0000725769,0.002086411,0.001486786,0.001431739,0.539092,0.0001735494],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3659193,0.0006838031,0.5949833,0.03757523,0.0003001387,0.0003812907,0.00000178951,0.00001329157,0.0001418397],"genre_scores_gemma":[0.9679329,0.00004042996,0.01926947,0.003685736,0.008959371,0.000001828472,0.00001567712,0.00001622918,0.00007836318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9455646,"threshold_uncertainty_score":0.882103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034561149922817,"score_gpt":0.3259369437409477,"score_spread":0.2955913322417195,"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."}}