{"id":"W2126597885","doi":"10.2337/dc12-0111","title":"Performance of HbA1c as an Early Diagnostic Indicator of Type 1 Diabetes in Children and Youth","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; Novo Nordisk; National Center for Research Resources; Centers for Disease Control and Prevention; European Foundation for the Study of Diabetes; Mead Johnson Nutrition; U.S. National Library of Medicine; Juvenile Diabetes Research Foundation International","keywords":"Medicine; Diabetes mellitus; Receiver operating characteristic; Type 2 diabetes; Type 1 diabetes; Impaired glucose tolerance; Internal medicine; Prospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000269524,0.0001323621,0.0003382247,0.0002938657,0.0000267075,0.000009284712,0.0001299624,0.00008435474,0.00005383545],"category_scores_gemma":[0.0002138031,0.0001108656,0.00004006946,0.0003142665,0.0001617606,0.0002158094,0.0001225332,0.0001491388,0.00003516204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900836,"about_ca_system_score_gemma":0.00002889321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838795,"about_ca_topic_score_gemma":0.000001239156,"domain_scores_codex":[0.9987808,0.00004755615,0.0002244135,0.0001746967,0.0002901392,0.000482374],"domain_scores_gemma":[0.9992903,0.00009637454,0.00008121638,0.0002711288,0.00008628449,0.0001747308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001677932,0.0001470442,0.9862704,0.0003890546,0.00006980945,2.03948e-7,0.001908023,8.058619e-7,0.000664746,0.0000255299,0.00001860698,0.01048895],"study_design_scores_gemma":[0.0007243562,0.001024024,0.9885514,0.0002492777,0.0001116049,4.844995e-8,0.000607929,0.00004082024,0.008560655,0.000005536614,0.00001202906,0.000112275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952763,0.003397163,1.155875e-8,0.00001516723,0.00006156295,0.0004323582,0.00004597556,0.00001763714,0.0007538393],"genre_scores_gemma":[0.9994579,0.0001281186,0.00002793857,0.0000447653,0.00007330204,0.00001244781,0.0001968681,0.00002373779,0.00003490017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037668,"threshold_uncertainty_score":0.4520968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009591300679123727,"score_gpt":0.2510351952348088,"score_spread":0.241443894555685,"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."}}