{"id":"W4308027647","doi":"10.1038/s41581-022-00645-1","title":"Youth-onset type 2 diabetes mellitus: an urgent challenge","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Centers for Disease Control and Prevention; Boettcher Foundation; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Type 2 Diabetes Mellitus; Albuminuria; Age of onset; Diabetes mellitus; Disease; Gerontology; Pediatrics; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009586961,0.0008342474,0.002550092,0.0001551366,0.0001774486,0.00003390499,0.0009912819,0.002226759,0.001340936],"category_scores_gemma":[0.000639488,0.0006844881,0.00110573,0.0004264434,0.0001036294,0.000006300169,0.0004272179,0.001650696,0.0001022154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006642013,"about_ca_system_score_gemma":0.0004387608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002776766,"about_ca_topic_score_gemma":0.00001939347,"domain_scores_codex":[0.9953427,0.001500788,0.0009001784,0.001195819,0.0002245501,0.0008359941],"domain_scores_gemma":[0.997535,0.0000656776,0.0007422995,0.001233979,0.00006545704,0.0003575336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009456831,0.0002187344,0.000005575003,0.002946783,0.000476008,0.000005053816,0.00002875294,3.753921e-7,0.000005505005,0.00005397632,0.01982503,0.9764248],"study_design_scores_gemma":[0.0001688917,0.0006805858,9.018453e-7,0.0004918393,0.001059324,0.000007203951,0.0000202181,6.296324e-7,0.000001437585,0.00003690167,0.9968666,0.0006654597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000741822,0.9960894,5.597573e-7,0.00008551513,0.001173201,0.001286653,0.0003180424,0.00003843776,0.0009340031],"genre_scores_gemma":[0.00002374405,0.983931,0.0000597894,0.003475206,0.0007016773,0.000347377,0.01109129,0.0001394477,0.0002304399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770416,"threshold_uncertainty_score":0.999572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105441308949793,"score_gpt":0.3129562761925659,"score_spread":0.281901863103068,"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."}}