{"id":"W4283739701","doi":"10.1161/circulationaha.121.057807","title":"Apolipoprotein B, Residual Cardiovascular Risk After Acute Coronary Syndrome, and Effects of Alirocumab","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; St. Michael's Hospital","funders":"Sanofi","keywords":"Medicine; Residual risk; Acute coronary syndrome; Cardiology; Internal medicine; Alirocumab; Apolipoprotein B; Atherosclerotic cardiovascular disease; Cholesterol; Disease; Myocardial infarction; Apolipoprotein A1","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":[0.002419225,0.0003696072,0.0005394524,0.0002264039,0.0001763307,0.0007254149,0.0003654102,0.0005437676,0.00132317],"category_scores_gemma":[0.005530209,0.0001371498,0.00143272,0.0002981659,0.0003541851,0.0004514993,0.0002893489,0.001006632,0.000105356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389287,"about_ca_system_score_gemma":0.0004830175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234694,"about_ca_topic_score_gemma":0.002571235,"domain_scores_codex":[0.999334,0.0003137173,0.00005780034,0.0001046095,0.00007201467,0.0001177259],"domain_scores_gemma":[0.9965789,0.00145288,0.0009582912,0.0003512308,0.0001635625,0.0004952152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1593006,0.001536044,0.7116181,0.0006617575,0.009813418,0.0004488011,0.0001493144,0.001883151,0.00253122,0.0005835915,0.00125549,0.1102185],"study_design_scores_gemma":[0.002283864,0.00523131,0.986316,0.00007285598,0.002755898,0.0001831637,0.00005685908,0.001319777,0.0002512492,0.0006044481,0.0009054824,0.00001903299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98361,0.01393048,0.0001600567,0.0006234447,0.00006878206,0.0000176641,0.0001707733,0.00001277645,0.001406056],"genre_scores_gemma":[0.9981753,0.001056292,0.0001198419,0.0002105408,0.00008869422,0.000006434155,0.0001165969,0.000002689644,0.0002237127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002419225,"threshold_uncertainty_score":0.0127942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00593495468905697,"score_gpt":0.2173639319810677,"score_spread":0.2114289772920108,"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."}}