{"id":"W2149248906","doi":"10.1007/s00125-011-2322-2","title":"Proinsulin-to-C-peptide ratio versus proinsulin-to-insulin ratio in the prediction of incident diabetes: the Insulin Resistance Atherosclerosis Study (IRAS)","year":2011,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Research Resources; U.S. Public Health Service; National Institutes of Health","keywords":"Proinsulin; Internal medicine; Endocrinology; Insulin; Medicine; C-peptide; Insulin resistance; Diabetes mellitus; Type 2 diabetes; Logistic regression; Receiver operating characteristic","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":[0.004758801,0.00128224,0.001693222,0.0007164255,0.0006534586,0.002193014,0.000845703,0.001573828,0.0009205447],"category_scores_gemma":[0.004562513,0.001148171,0.001500696,0.0009391928,0.0006217667,0.0010677,0.001008482,0.003231538,0.0003946399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571699,"about_ca_system_score_gemma":0.0004928344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365161,"about_ca_topic_score_gemma":0.003366753,"domain_scores_codex":[0.9987398,0.0006713656,0.00009986605,0.0002379816,0.0001484466,0.0001025349],"domain_scores_gemma":[0.9968471,0.001034517,0.0006628967,0.0004600289,0.0002261058,0.0007693099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01438174,0.0003749697,0.9795744,0.00003159347,0.001681131,0.00008169567,0.00008339385,0.0002408745,0.0006355424,0.00006959357,0.0002839113,0.00256123],"study_design_scores_gemma":[0.001762263,0.001969756,0.9896538,0.00002139498,0.002394793,0.0003802844,0.0001812059,0.002635643,0.0002797123,0.0001947399,0.0004943538,0.00003215988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972,0.001263261,0.0002123018,0.0001439577,0.00006494537,0.00002893715,0.0004323615,0.00001770216,0.00063658],"genre_scores_gemma":[0.9975957,0.0004525591,0.0004556629,0.0001142721,0.000186431,0.00003489828,0.0006912409,0.00001028507,0.0004588948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004758801,"threshold_uncertainty_score":0.02516729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024181188712128,"score_gpt":0.2591157044862704,"score_spread":0.2088738925991491,"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."}}