{"id":"W2256858341","doi":"10.1016/j.jcmg.2015.11.011","title":"Noninvasive Cardiovascular Risk Assessment of the Asymptomatic Diabetic Patient","year":2016,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Diabetes mellitus; Asymptomatic; Risk stratification; Disease; Risk assessment; Internal medicine; Intensive care medicine; Type 2 diabetes; Framingham Risk Score; Cardiology; Endocrinology","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002257666,0.001144884,0.007066844,0.0004688842,0.0002790605,0.0001145421,0.0006258217,0.0003090247,0.00003415719],"category_scores_gemma":[0.001856719,0.000692583,0.02684872,0.0008647459,0.0003985403,0.0001476872,0.0007131199,0.001195681,0.00009791616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008705488,"about_ca_system_score_gemma":0.001461297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170925,"about_ca_topic_score_gemma":4.688354e-7,"domain_scores_codex":[0.9917551,0.001753092,0.001591091,0.001264805,0.002702511,0.0009333649],"domain_scores_gemma":[0.9915043,0.001001633,0.0009077162,0.005625889,0.0006346499,0.000325816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001613964,0.00008420772,0.002337511,0.01260597,0.02552615,0.0003372568,0.00006563057,0.00010761,5.010144e-7,0.00001356597,0.0008284213,0.9580916],"study_design_scores_gemma":[0.001349974,0.00003617948,0.002173227,0.04488876,0.066943,0.001560565,0.00005609439,0.00004096349,0.00002753575,0.00002787584,0.8820864,0.0008094367],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001067079,0.9871812,0.002627903,0.00005065353,0.001928664,0.003216179,0.0002621255,0.0001530309,0.004473491],"genre_scores_gemma":[0.004182175,0.993291,0.000804888,0.00007736318,0.0007599354,0.000466219,0.00006820179,0.0002984476,0.00005181668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9572821,"threshold_uncertainty_score":0.9995525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127835378515809,"score_gpt":0.2812306468408587,"score_spread":0.2684471089892778,"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."}}