{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005279751,0.0007284852,0.0007731985,0.001840275,0.0002811956,0.001463528,0.000530348,0.0009088243,0.0006917772],"category_scores_gemma":[0.01021276,0.0003184127,0.0006334574,0.0009580946,0.0003589463,0.0007387492,0.0006539455,0.0007923699,0.0002624284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006073696,"about_ca_system_score_gemma":0.0005492907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005917929,"about_ca_topic_score_gemma":0.006288153,"domain_scores_codex":[0.9977257,0.001030036,0.0002526404,0.0003702433,0.0004333653,0.0001880385],"domain_scores_gemma":[0.992736,0.002731517,0.00259855,0.0002259522,0.001110422,0.0005975492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002168394,0.00002223346,0.9967866,0.00002964559,0.00004161236,0.00001775565,0.00003370655,0.00005606036,0.00006586986,0.000006661756,0.00006616578,0.002656905],"study_design_scores_gemma":[0.00002983728,0.0004927414,0.9976817,0.00007855688,0.0001336828,0.0002065173,0.0001183077,0.0006858639,0.0002640102,0.00002008245,0.0002806518,0.00000792318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933242,0.004754227,0.0002450451,0.00009489933,0.00004055731,0.00002365423,0.0006707182,0.00001568374,0.0008309131],"genre_scores_gemma":[0.9975328,0.0009207049,0.0007393494,0.00004997793,0.00003509325,0.00001781644,0.0005587966,0.000004421092,0.0001409639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005917929,"threshold_uncertainty_score":0.02792233,"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."}}