{"id":"W2083957064","doi":"10.2337/diacare.26.2.290","title":"Diagnostic Strategies to Detect Glucose Intolerance in a Multiethnic Population","year":2003,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Diabetes mellitus; Confidence interval; Impaired glucose tolerance; Receiver operating characteristic; Internal medicine; Plasma glucose; Population; Fasting glucose; Impaired fasting glucose; Glucose tolerance test; Cohort study; Cohort; Likelihood ratios in diagnostic testing; Type 2 diabetes; Insulin resistance; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01256223,0.000913572,0.0008531896,0.004198016,0.0006303572,0.001172181,0.001071495,0.001119652,0.001115739],"category_scores_gemma":[0.03557859,0.0003303898,0.0006022691,0.001212629,0.0006310043,0.0006171641,0.001533802,0.0008797605,0.0004494806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361167,"about_ca_system_score_gemma":0.001165362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007220058,"about_ca_topic_score_gemma":0.008511733,"domain_scores_codex":[0.9917731,0.00542179,0.0007222871,0.0006864129,0.001108225,0.0002882344],"domain_scores_gemma":[0.9916163,0.003525538,0.002185976,0.0004271576,0.001850234,0.0003948211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398788,0.0001916169,0.9333498,0.0001536453,0.0003719865,0.0001368421,0.0003502156,0.0009085249,0.001059341,0.000518931,0.002392735,0.06032643],"study_design_scores_gemma":[0.000232387,0.0005317262,0.9472048,0.0005453948,0.0006867917,0.001846066,0.001160371,0.03337036,0.002084824,0.005127321,0.00713252,0.0000773763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627904,0.02184223,0.08940442,0.01068295,0.0003972133,0.001417201,0.001498936,0.0005180603,0.01144865],"genre_scores_gemma":[0.9172216,0.002429954,0.07634182,0.00205458,0.0002000931,0.0005871969,0.0007223713,0.00002084546,0.0004215367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256223,"threshold_uncertainty_score":0.06643623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009145157367711852,"score_gpt":0.2510995094189566,"score_spread":0.2419543520512448,"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."}}