{"id":"W2922349868","doi":"10.1161/circ.139.suppl_1.mp47","title":"Abstract MP47: Diabetes, Prediabetes, and Short-Term Cardiovascular Risk and Death in Older Adults","year":2019,"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":"Christie (Canada)","funders":"","keywords":"Medicine; Prediabetes; Diabetes mellitus; Myocardial infarction; Internal medicine; Subclinical infection; Population; Kidney disease; Proportional hazards model; Type 2 diabetes; Endocrinology; Environmental health","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":[0.0009549483,0.0003214837,0.0002967977,0.0006335754,0.0002241059,0.0005238391,0.0003075046,0.0004332134,0.004406415],"category_scores_gemma":[0.002540535,0.0001203468,0.0005272032,0.001033557,0.0001689591,0.0003698471,0.0005048638,0.0006487163,0.0004124874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454921,"about_ca_system_score_gemma":0.000302629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002687938,"about_ca_topic_score_gemma":0.002284983,"domain_scores_codex":[0.9997068,0.0001034775,0.0000354005,0.00005013125,0.00006547326,0.0000387789],"domain_scores_gemma":[0.9986625,0.0002747077,0.0005178768,0.00007666434,0.0001803231,0.0002878734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002880302,0.00004246031,0.9942504,0.00007150819,0.0001584939,0.00004673477,0.00002513173,0.00004885652,0.0000670421,0.00002009696,0.0009311798,0.004050068],"study_design_scores_gemma":[0.0000145185,0.00009110596,0.9991502,0.00002402584,0.00009122367,0.0001125277,0.0000270883,0.0001358692,0.00002890628,0.00003385256,0.0002888678,0.000002025407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828485,0.008394162,0.0003162258,0.0009609651,0.0001563909,0.00002688609,0.005297048,0.00003327583,0.001966635],"genre_scores_gemma":[0.9957944,0.00101002,0.0001995293,0.0001518176,0.0002293112,0.00002660611,0.001895348,0.00000374699,0.0006892674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004406415,"threshold_uncertainty_score":0.01474094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008556821687082895,"score_gpt":0.2285667372885039,"score_spread":0.220009915601421,"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."}}