{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002405258,0.000236724,0.0005266389,0.0002225699,0.00005384572,0.00005033601,0.00009500965,0.0001337931,0.00003384254],"category_scores_gemma":[0.00113712,0.0002305168,0.000229986,0.0004999216,0.00003146599,0.0001585711,0.00002481775,0.0002282385,0.0001631833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166097,"about_ca_system_score_gemma":0.00007436622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016715,"about_ca_topic_score_gemma":0.002990711,"domain_scores_codex":[0.9983457,0.0001374571,0.000296647,0.0004095246,0.000323329,0.0004872863],"domain_scores_gemma":[0.9989914,0.0001554572,0.00004580062,0.0005019748,0.0001201244,0.0001852309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351138,0.00005963583,0.5567565,0.0004761189,0.00009637234,0.00004847552,0.002362679,0.001221742,0.001148602,0.00004031862,0.0000809594,0.4376851],"study_design_scores_gemma":[0.001520103,0.0002548299,0.9762151,0.0004544769,0.00009592543,0.000002113293,0.001638496,0.00003771096,0.01503021,0.0002775808,0.004169497,0.0003039371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98654,0.0108768,0.0000807538,0.00004442981,0.0002615864,0.001043998,0.00001435292,0.0001047656,0.001033331],"genre_scores_gemma":[0.9976315,0.00007148338,0.001422734,0.0003179042,0.0001142801,0.0003007426,0.00007285769,0.00004585897,0.00002260473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4373811,"threshold_uncertainty_score":0.9400204,"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."}}