{"id":"W2132823438","doi":"10.2337/diabetes.53.7.1773","title":"Metabolic and Inflammation Variable Clusters and Prediction of Type 2 Diabetes","year":2004,"lang":"en","type":"article","venue":"Diabetes","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Canadian Diabetes Association; U.S. Public Health Service; National Institutes of Health","keywords":"Internal medicine; Waist; Medicine; Metabolic syndrome; Diabetes mellitus; Fibrinogen; Type 2 diabetes; Insulin resistance; Risk factor; Endocrinology; C-reactive protein; Body mass index; Inflammation","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":[0.001353681,0.0003612918,0.0003771774,0.0009738898,0.000336604,0.0007253845,0.000312869,0.0004436837,0.0006122479],"category_scores_gemma":[0.00611206,0.0002151963,0.0005704383,0.000883452,0.0002590461,0.0002222483,0.0004947287,0.0006197037,0.0001243388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997392,"about_ca_system_score_gemma":0.0004383898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007785176,"about_ca_topic_score_gemma":0.006118001,"domain_scores_codex":[0.9989925,0.0005096248,0.00007199631,0.0001982687,0.0001236928,0.0001038497],"domain_scores_gemma":[0.9969243,0.001182434,0.001004645,0.0002263643,0.0002374706,0.0004246831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002013713,0.00002800776,0.9956698,0.000005486235,0.0000895208,0.00002439149,0.00007370187,0.0005820084,0.0001825803,0.00003936299,0.0001127031,0.002990943],"study_design_scores_gemma":[0.00001601935,0.00007699335,0.9928632,0.00000773321,0.00004627725,0.00009677024,0.0001776452,0.00618684,0.000104237,0.000284813,0.0001303697,0.000009103514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990362,0.0001416728,0.0004839583,0.00004880135,0.000005342436,0.000007932174,0.0001232845,0.000008643911,0.0001441236],"genre_scores_gemma":[0.9989738,0.00004788733,0.0006850887,0.000006388077,0.000006630713,0.00000481228,0.0002183835,0.000002537865,0.00005438655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007785176,"threshold_uncertainty_score":0.01547968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008235185466945088,"score_gpt":0.2184195118263235,"score_spread":0.2101843263593784,"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."}}