{"id":"W4362078409","doi":"10.1093/clinchem/hvad012","title":"The Present and Future of Lipid Testing in Cardiovascular Risk Assessment","year":2023,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta; Brampton Civic Hospital","funders":"","keywords":"Dyslipidemia; Apolipoprotein B; Medicine; Lipoprotein; Cholesterol; Risk assessment; Internal medicine; Disease; Computer science","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":[0.009237585,0.0008839757,0.001710026,0.002509753,0.0004071248,0.002753997,0.001680622,0.00308125,0.00189942],"category_scores_gemma":[0.01896393,0.0003852941,0.00112747,0.002893419,0.002391591,0.003754693,0.001239838,0.0038842,0.001183036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869384,"about_ca_system_score_gemma":0.00492785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908609,"about_ca_topic_score_gemma":0.004184155,"domain_scores_codex":[0.9929466,0.003432611,0.001294755,0.0005028016,0.001644154,0.0001792347],"domain_scores_gemma":[0.9820432,0.01206428,0.001472291,0.0003619861,0.003702827,0.0003554096],"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":[0.0000917998,0.00004247462,0.001403687,0.01620734,0.000152311,0.0001844876,0.0002664241,0.000516254,0.0003623647,0.009878953,0.04683663,0.9240571],"study_design_scores_gemma":[0.00003315067,0.0001575638,0.003518316,0.03396828,0.0003363499,0.001608943,0.0003578726,0.0006106347,0.0004060367,0.01456634,0.9443299,0.0001066432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000109907,0.9916062,0.0006374433,0.005992362,0.000905413,0.000008442898,0.00002631858,0.00001481783,0.0006992103],"genre_scores_gemma":[0.001475122,0.9912446,0.001986943,0.00354236,0.001470729,0.00002908148,0.00003955296,0.000007610851,0.0002040713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009237585,"threshold_uncertainty_score":0.04885364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075528436094809,"score_gpt":0.4262994631131742,"score_spread":0.3187466195036932,"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."}}