{"id":"W3003283370","doi":"10.1016/j.jcct.2020.01.006","title":"A pooled-analysis of age and sex based coronary artery calcium scores percentiles","year":2020,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; University of Alberta; General Electric","keywords":"Percentile; Nomogram; Medicine; Coronary artery disease; Population; Asymptomatic; Internal medicine; Demography; Statistics; Environmental health","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":[0.0004428289,0.0002017056,0.001552351,0.0009558138,0.00004049003,0.00003813067,0.0001159737,0.00007993876,0.00001120144],"category_scores_gemma":[0.0001111595,0.0001736001,0.004769888,0.001349902,0.000162817,0.00007228115,0.00005171853,0.0002953435,5.804875e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522941,"about_ca_system_score_gemma":0.00009260436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354198,"about_ca_topic_score_gemma":3.765134e-7,"domain_scores_codex":[0.9979933,0.0001775197,0.0005806272,0.0002304613,0.0008251155,0.0001930066],"domain_scores_gemma":[0.9985188,0.0001982527,0.0002165962,0.0003441111,0.0003619349,0.0003602992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005374863,0.000411212,0.7144098,0.0005811431,0.1954583,0.009562894,0.001000191,0.05291374,0.001332829,0.00001403398,0.003703737,0.02007463],"study_design_scores_gemma":[0.004094304,0.0005032891,0.8994554,0.0002376224,0.07508288,0.0006395965,0.0001850217,0.01509965,0.0007279356,0.00001128777,0.003731888,0.0002311729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786239,0.04019186,0.07999796,0.0004902122,0.0002248253,0.0002193731,0.00003940881,0.00004174596,0.0001706962],"genre_scores_gemma":[0.9955137,0.0001844833,0.003335606,0.0006366113,0.0002820746,0.00000119638,0.00002344225,0.00002140376,0.000001515611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850456,"threshold_uncertainty_score":0.7079207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641122519848156,"score_gpt":0.2389462726648581,"score_spread":0.2225350474663766,"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."}}