{"id":"W4402122950","doi":"10.1016/j.jacc.2024.05.070","title":"Prediction of Cumulative Exposure to Atherogenic Lipids During Early Adulthood","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; Kaiser Foundation Research Institute; University of Alabama at Birmingham; University of Minnesota; Northwestern University","keywords":"Medicine; Quartile; Young adult; Internal medicine; Cholesterol; Myocardial infarction; Endocrinology; Cardiology; Confidence interval","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":[0.0008950419,0.0007255261,0.0003616571,0.0009427296,0.0003856487,0.0008845596,0.000504661,0.001024015,0.001510944],"category_scores_gemma":[0.003787422,0.00050571,0.0006541515,0.0005301138,0.0001974759,0.000415934,0.0006470319,0.0009959395,0.0003695463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051781,"about_ca_system_score_gemma":0.0004936075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178068,"about_ca_topic_score_gemma":0.01139134,"domain_scores_codex":[0.9996878,0.00009002273,0.00002608682,0.00007402569,0.00004923364,0.00007281564],"domain_scores_gemma":[0.9979756,0.0005644208,0.0004874194,0.0001654712,0.0002269899,0.0005800221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678665,0.00003288354,0.9986803,0.000002065163,0.00003915668,0.00002164932,0.00001927202,0.00009259723,0.0000803475,0.00001599173,0.00003146538,0.0008163829],"study_design_scores_gemma":[0.000005868124,0.0001255584,0.9980805,0.000005604906,0.00004870963,0.0001156288,0.00009382913,0.001264196,0.00009763284,0.00004498983,0.0001135078,0.000003977575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981539,0.0004113603,0.0002716232,0.00006972503,0.00001620319,0.000005906185,0.0004570687,0.000009953471,0.0006043462],"genre_scores_gemma":[0.9987516,0.000175754,0.0001834933,0.00001344537,0.0000157245,0.000004473298,0.0002840786,0.00000232185,0.0005690592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178068,"threshold_uncertainty_score":0.02342421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914469888744115,"score_gpt":0.2823860819829496,"score_spread":0.2632413830955084,"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."}}