{"id":"W4381487229","doi":"10.1016/j.jcjd.2023.06.002","title":"Glycated Hemoglobin Is Suboptimal for the Screening of Prediabetes and Type 2 Diabetes in Adults With Nonalcoholic Fatty Liver Disease","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Centre hospitalier de l'Université Laval","funders":"Fondation CHU de Québec; Fonds de Recherche du Québec - Santé; Diabète Québec","keywords":"Medicine; Prediabetes; Nonalcoholic fatty liver disease; Glycated hemoglobin; Type 2 diabetes; Internal medicine; Nonalcoholic steatohepatitis; Disease; Hemoglobin; Fatty liver; Diabetes mellitus; Gastroenterology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002335085,0.0006485602,0.001015806,0.001514048,0.000985411,0.001750029,0.0008895298,0.001717048,0.001709672],"category_scores_gemma":[0.01288906,0.0005828781,0.001037519,0.002096963,0.0004162323,0.0009179517,0.0007952008,0.00188158,0.0002992769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106592,"about_ca_system_score_gemma":0.001902603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04666231,"about_ca_topic_score_gemma":0.09114832,"domain_scores_codex":[0.9977271,0.0006238975,0.0003720609,0.0002318192,0.0006466981,0.0003984899],"domain_scores_gemma":[0.995913,0.001286255,0.00119764,0.0001859037,0.0007714095,0.0006457618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007160258,0.00003782364,0.9971516,0.00001528572,0.00005361185,0.00009308985,0.00003641837,0.00003900613,0.00002205295,0.00003127844,0.0004280798,0.002020264],"study_design_scores_gemma":[0.00001576057,0.00009587153,0.997165,0.00006921283,0.0002336249,0.0003431437,0.0003582879,0.001001855,0.00005465732,0.0001771184,0.0004741717,0.00001126082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811343,0.005882141,0.0002709949,0.003227343,0.000260654,0.00004832921,0.001160068,0.00002327193,0.007992902],"genre_scores_gemma":[0.9980702,0.0005899175,0.000241272,0.0004545937,0.00009684749,0.00001055052,0.0003391896,0.000004373753,0.000193106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04666231,"threshold_uncertainty_score":0.09278136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530833587787416,"score_gpt":0.2206115029311737,"score_spread":0.2053031670532996,"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."}}