{"id":"W3152340772","doi":"10.1161/circoutcomes.120.006646","title":"Lipid Testing, Lipid-Modifying Therapy, and PCSK9 (Proprotein Convertase Subtilisin-Kexin Type 9) Inhibitor Eligibility in 27 979 Patients With Incident Acute Coronary Syndrome","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; PCSK9; Acute coronary syndrome; Evolocumab; Internal medicine; Statin; Population; Unstable angina; Cohort; Lipoprotein; Gastroenterology; Cholesterol; Myocardial infarction; LDL receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008358892,0.0003447612,0.0003692853,0.0009537688,0.0009056273,0.000954212,0.0009718724,0.0005076469,0.001590058],"category_scores_gemma":[0.002088898,0.000486467,0.0006034548,0.002230635,0.0005734614,0.0003558509,0.0006212353,0.0008632356,0.0003117485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004230808,"about_ca_system_score_gemma":0.004554663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6647527,"about_ca_topic_score_gemma":0.6695462,"domain_scores_codex":[0.999203,0.00008692806,0.00007494404,0.0001389693,0.0002583503,0.0002378178],"domain_scores_gemma":[0.9980173,0.0002990426,0.0008061285,0.00009730273,0.0003142751,0.0004658329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002814772,0.00001224251,0.9995599,0.000001907798,0.00001299887,0.00002592528,0.00003638177,0.00003010964,0.00001494489,0.000004793103,0.00005980917,0.0002127308],"study_design_scores_gemma":[0.000008122986,0.00002533941,0.9990432,0.00000728378,0.00001988848,0.0000693502,0.0003197069,0.0003412492,0.00002124829,0.000009786192,0.0001311454,0.000003681867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985845,0.00008820303,0.00005284085,0.0000465917,0.000003046505,0.0000090152,0.0008445092,0.000002660153,0.0003686968],"genre_scores_gemma":[0.9987,0.00007606871,0.00005817303,0.00003489561,0.000003989781,0.000006905304,0.0008986336,0.000001834602,0.0002193682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6647527,"threshold_uncertainty_score":0.6744432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209750510048519,"score_gpt":0.3079381120838482,"score_spread":0.255840606983363,"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."}}