{"id":"W2104902578","doi":"10.1161/circulationaha.105.559633","title":"Prediction of Type 2 Diabetes Mellitus With Alternative Definitions of the Metabolic Syndrome","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Mount Sinai Hospital","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Banting and Best Diabetes Centre, University of Toronto; AstraZeneca; Canadian Diabetes Association; U.S. Public Health Service; National Institutes of Health; University of Toronto","keywords":"Medicine; Metabolic syndrome; Type 2 Diabetes Mellitus; Diabetes mellitus; Type 2 diabetes; Intensive care medicine; Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017518,0.001145497,0.0006762633,0.001576768,0.0001816876,0.00152012,0.0007818312,0.0007969008,0.0006744537],"category_scores_gemma":[0.02163238,0.0003289927,0.0007836717,0.001144749,0.0004502688,0.0009703477,0.001086153,0.001468272,0.0001634906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376034,"about_ca_system_score_gemma":0.0005363178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234137,"about_ca_topic_score_gemma":0.003287425,"domain_scores_codex":[0.9941765,0.004173852,0.0004369881,0.0003980781,0.0006265009,0.0001881046],"domain_scores_gemma":[0.9825519,0.01024852,0.004673769,0.0007838334,0.00118909,0.0005528142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009251503,0.00007892812,0.9888144,0.00003850148,0.0002184511,0.00006261701,0.00005149949,0.001574347,0.0001473608,0.00007789915,0.0001204603,0.007890362],"study_design_scores_gemma":[0.0003238547,0.001911578,0.9302973,0.0001465518,0.0005752326,0.001246343,0.0002519128,0.06269222,0.000599272,0.001125025,0.0007539493,0.00007673082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933174,0.002050098,0.003299618,0.0002390245,0.00006353993,0.00003917614,0.0002995216,0.00002158961,0.0006699372],"genre_scores_gemma":[0.9941393,0.0004207648,0.004773615,0.00006742263,0.0000856945,0.00002637218,0.000401867,0.000003565663,0.00008138338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017518,"threshold_uncertainty_score":0.05381215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910988771724497,"score_gpt":0.2225898927298498,"score_spread":0.1934800050126048,"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."}}