{"id":"W4324140312","doi":"10.1161/circ.147.suppl_1.p453","title":"Abstract P453: Apolipoprotein B, Low-Density Lipoprotein Particle Number, Non-High-Denisity Lipoprotein Cholesterol, Low-Density Lipoprotein Cholesterol, and Total Cholesterol for Atherosclerotic Cardiovascular Disease Risk Prediction in Young Adults","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Apolipoprotein B; Internal medicine; Atherosclerotic cardiovascular disease; Cholesterol; Cohort; Endocrinology; Lipoprotein; Proportional hazards model; Familial hypercholesterolemia; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002712268,0.0009022599,0.001559132,0.0003593972,0.0007308787,0.0002385913,0.0002390152,0.0007364662,0.00002889014],"category_scores_gemma":[0.000729722,0.0009345735,0.001168099,0.001039372,0.0002572598,0.0009016746,0.0002053012,0.001095038,0.0002462774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466518,"about_ca_system_score_gemma":0.0002566104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04919462,"about_ca_topic_score_gemma":0.003837848,"domain_scores_codex":[0.9929631,0.0004210323,0.001476242,0.002007016,0.001665308,0.001467349],"domain_scores_gemma":[0.9956648,0.0001092232,0.000518882,0.002051189,0.0004265895,0.001229363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003493867,0.0009837447,0.7546684,0.004815575,0.001150644,0.0001612355,0.001990098,0.008174968,0.0109466,0.00001426858,0.0000480361,0.2135526],"study_design_scores_gemma":[0.01209817,0.0001897098,0.962019,0.00151393,0.0006967912,0.0001016911,0.0001870801,0.01548854,0.006726759,0.000210047,0.00002310172,0.0007451707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984965,0.0003433495,0.00255375,0.0002459251,0.0007417409,0.01026848,0.0002754845,0.0005883217,0.00001789415],"genre_scores_gemma":[0.9959881,0.0003127545,0.0001832242,0.00008826664,0.001241582,0.00134006,0.000577184,0.0002089366,0.00005986599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2128074,"threshold_uncertainty_score":0.9993105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068767307580829,"score_gpt":0.2365238944646067,"score_spread":0.2258362213887984,"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."}}