{"id":"W4401334780","doi":"10.1016/j.cjca.2024.04.003","title":"Traditional and Novel Markers: Target of Treatment vs Marker of Risk","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of British Columbia","funders":"Novartis Pharmaceuticals Canada","keywords":"Medicine; Kexin; Apolipoprotein B; PCSK9; Lipoprotein; Internal medicine; Cholesterol; Risk factor; Endocrinology; Lipid profile; Risk assessment; Lipoprotein(a); Bioinformatics; LDL receptor; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006583525,0.0006733304,0.002232566,0.001188811,0.0005136969,0.003720466,0.001111821,0.002548476,0.003130385],"category_scores_gemma":[0.01143625,0.000269406,0.0007630934,0.0009049601,0.001905493,0.002816818,0.001381918,0.004636967,0.001255854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398054,"about_ca_system_score_gemma":0.001944902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007355949,"about_ca_topic_score_gemma":0.000843215,"domain_scores_codex":[0.9967817,0.001519265,0.0003757237,0.0004905437,0.0006917141,0.0001410586],"domain_scores_gemma":[0.992922,0.004443513,0.0008231093,0.0003163725,0.001136072,0.0003589462],"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":[0.0008503093,0.0003182981,0.01552392,0.005798752,0.0006409479,0.0004963667,0.0003501974,0.0005164912,0.00253371,0.05363596,0.02764845,0.8916866],"study_design_scores_gemma":[0.0004448924,0.00239354,0.03204169,0.02045966,0.00236296,0.007237694,0.001660783,0.004643927,0.005913866,0.1551941,0.7673103,0.0003365964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004374327,0.8775583,0.01090272,0.09418076,0.004977534,0.00005319421,0.0001638577,0.0001124181,0.007676871],"genre_scores_gemma":[0.1308194,0.7709757,0.02951497,0.03656032,0.02528366,0.0003185919,0.0003130749,0.0001200115,0.006094215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006583525,"threshold_uncertainty_score":0.03481746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639811965269013,"score_gpt":0.2853873165380231,"score_spread":0.2389891968853329,"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."}}