{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924528,0.0001459022,0.0004984849,0.0001385452,0.0001799708,0.000007673883,0.0000519089,0.00007358974,0.00005574678],"category_scores_gemma":[0.00004431786,0.0001462998,0.0003739013,0.0002303843,0.0000534589,0.00007704201,0.0001049144,0.0002529824,0.000004166448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358471,"about_ca_system_score_gemma":0.00009080701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640966,"about_ca_topic_score_gemma":0.000002836317,"domain_scores_codex":[0.9980368,0.0003055087,0.0002695591,0.0003465754,0.0008278295,0.0002137485],"domain_scores_gemma":[0.9990298,0.00002823723,0.0001024636,0.0006682192,0.000058645,0.0001126545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001517115,0.0005551862,0.7494944,0.004301785,0.01293919,0.004183821,0.002032156,0.001773455,0.005387109,0.0004167562,0.0002797394,0.2171192],"study_design_scores_gemma":[0.00240992,0.0003161941,0.9916323,0.00006118119,0.001519969,0.00165208,0.0000564849,0.0001540528,0.0007106421,0.0002254457,0.00111161,0.0001500971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841079,0.01341918,0.0007563306,0.00006210382,0.0001476788,0.001355786,0.00003270125,0.00004673422,0.00007162797],"genre_scores_gemma":[0.9988064,0.0002472893,0.0002856411,0.00009709581,0.00008897225,0.0003456103,0.00006337613,0.00003461718,0.00003100525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421379,"threshold_uncertainty_score":0.5965935,"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."}}