{"id":"W4388679314","doi":"10.1016/j.jacadv.2023.100696","title":"Longitudinal Control of Lipid Levels in Patients With Premature Coronary Artery Disease","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); University of British Columbia","funders":"Canadian Institutes of Health Research; HLS Therapeutics; Ultragenyx Pharmaceutical; Amgen","keywords":"Medicine; Mace; Internal medicine; Myocardial infarction; Cardiology; Hazard ratio; Unstable angina; Coronary artery disease; Acute coronary syndrome; Cohort; Diabetes mellitus; Percutaneous coronary intervention; Confidence interval; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001521873,0.0001083752,0.0003538722,0.00008567442,0.00002653789,0.000003806351,0.00005083387,0.0000359986,0.00002898224],"category_scores_gemma":[0.00004621691,0.00007396023,0.00008784227,0.0002641095,0.00004552776,0.000148195,0.00001643576,0.0001150282,0.00001077406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002928455,"about_ca_system_score_gemma":0.00008900648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006048389,"about_ca_topic_score_gemma":0.0000109801,"domain_scores_codex":[0.9989375,0.00003561168,0.0001931578,0.0002102333,0.0004162251,0.0002072224],"domain_scores_gemma":[0.999402,0.00003200111,0.00006987859,0.0002895837,0.00008205942,0.0001244592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001260643,0.0001612566,0.9773669,0.00044211,0.00007888292,0.00009484394,0.00005982914,0.0001580747,0.00001076326,0.00001671502,0.00007714882,0.0202728],"study_design_scores_gemma":[0.004476245,0.0003385019,0.9933825,0.0003082726,0.00005763007,0.00000433344,0.00005152667,0.00004538169,0.00002533269,0.00007084297,0.001157329,0.00008214587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967421,0.001688227,0.0002127023,0.0002341553,0.0001156786,0.0007607589,0.00006121123,0.00004307382,0.0001421512],"genre_scores_gemma":[0.9992888,0.0000949373,0.0001386032,0.0001186516,0.0001466954,0.00005023706,0.00003770559,0.00001509411,0.0001092522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019066,"threshold_uncertainty_score":0.3016011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127316521713883,"score_gpt":0.2544767068722756,"score_spread":0.2432035416551368,"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."}}