{"id":"W3012322231","doi":"10.1016/s0735-1097(20)30799-3","title":"LIPID TESTING, LIPID MODIFYING THERAPY AND PCSK9 INHIBITOR ELIGIBILITY IN 22,603 PATIENTS WITH INCIDENT ACUTE CORONARY SYNDROME","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Acute coronary syndrome; PCSK9; Internal medicine; Cardiology; Cholesterol; Lipoprotein; LDL receptor; Myocardial infarction","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":[0.0009862013,0.0005365704,0.0009203372,0.0009553355,0.0009066227,0.001520196,0.0007140011,0.001325856,0.002295908],"category_scores_gemma":[0.00324859,0.0008443065,0.001138726,0.002324926,0.0005829372,0.001197904,0.0006822076,0.001502062,0.0004243046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005396892,"about_ca_system_score_gemma":0.0007765012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256415,"about_ca_topic_score_gemma":0.01620096,"domain_scores_codex":[0.9989685,0.0002266133,0.0001741097,0.0002423908,0.0001687655,0.0002197115],"domain_scores_gemma":[0.9980982,0.0005745123,0.0007093941,0.000158451,0.0001270668,0.0003323654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879393,0.00004677071,0.9990809,0.00000425287,0.00007918679,0.0001003412,0.00002392782,0.00002960055,0.0000689082,0.00001023382,0.00005664668,0.0003113218],"study_design_scores_gemma":[0.00003154262,0.00007272213,0.9989717,0.000006485091,0.00008189917,0.0002338269,0.0001793925,0.0002268108,0.0000325182,0.00003125143,0.0001245901,0.000007285121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980604,0.0005118906,0.00007385516,0.0001116574,0.00002372824,0.00000658245,0.0006321843,0.000004634367,0.0005751563],"genre_scores_gemma":[0.9988337,0.0001708986,0.00005670633,0.00008549499,0.00003404095,0.000008074322,0.0005720059,0.000002978314,0.0002360928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256415,"threshold_uncertainty_score":0.02498204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060665934029573,"score_gpt":0.2646867374536001,"score_spread":0.2440800781133043,"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."}}