{"id":"W3167236341","doi":"10.1007/s12265-021-10144-6","title":"A Less than Provocative Approach for the Primary Prevention of CAD","year":2021,"lang":"en","type":"review","venue":"Journal of Cardiovascular Translational Research","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Medicine; Coronary artery disease; Primary prevention; Risk stratification; Internal medicine; CAD; Statin; PCSK9; Cholesterol; Risk assessment; Clinical trial; Blood cholesterol; Lipoprotein; Cardiology; Bioinformatics; Intensive care medicine; Disease; Biology; LDL receptor; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02010428,0.0003177908,0.003785271,0.0005674824,0.0002121616,0.00004589099,0.000453174,0.000397938,0.000009034799],"category_scores_gemma":[0.0005672349,0.0001895321,0.01326484,0.001062809,0.0002496001,0.0001269352,0.00005191967,0.001680179,8.327442e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852473,"about_ca_system_score_gemma":0.00861955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003367557,"about_ca_topic_score_gemma":0.000001481566,"domain_scores_codex":[0.9904826,0.002060242,0.00147247,0.000403267,0.005153097,0.0004283323],"domain_scores_gemma":[0.9933373,0.001025459,0.000522161,0.0009850378,0.003932774,0.0001972756],"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":[0.0001321403,0.0002396549,0.000002412815,0.03688693,0.02471174,0.00003135071,0.0001210344,0.0002176335,0.000001012717,0.0003205101,0.0001249817,0.9372106],"study_design_scores_gemma":[0.00198156,0.0004400211,0.0001234237,0.01240187,0.01253643,0.001567855,0.0003315396,0.00003488839,0.00001187867,0.0001084893,0.9702853,0.0001767724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001065983,0.8946074,0.1002083,0.0001128949,0.0001218015,0.004157888,0.00005360313,0.000003999956,0.0007234588],"genre_scores_gemma":[0.0001729834,0.9902185,0.00701874,0.000006184574,0.001659979,0.000397041,0.0002175421,0.00007847651,0.0002306142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9701603,"threshold_uncertainty_score":0.9970006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2412102712413681,"score_gpt":0.4441847449232573,"score_spread":0.2029744736818892,"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."}}