{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166555,0.001039591,0.002835652,0.0009431303,0.0002809608,0.001587532,0.001116546,0.002137142,0.003821868],"category_scores_gemma":[0.001245263,0.0002490102,0.0006894506,0.0009675482,0.0005262177,0.002019981,0.001122576,0.00414347,0.001913605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679285,"about_ca_system_score_gemma":0.001743831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130234,"about_ca_topic_score_gemma":0.002693668,"domain_scores_codex":[0.9996688,0.00007259253,0.00003844074,0.00004586,0.0001263233,0.00004788889],"domain_scores_gemma":[0.9992344,0.0003566679,0.00007859709,0.00001816741,0.0001805608,0.0001315487],"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":[0.0001208741,0.00006626065,0.000387533,0.00621305,0.000099066,0.0003276152,0.0000281477,0.0002009391,0.0005011964,0.00370506,0.09924095,0.8891094],"study_design_scores_gemma":[0.00005157012,0.00006802707,0.001144914,0.005153568,0.0001756066,0.001527039,0.0000808798,0.0001302098,0.0001124895,0.003229206,0.9883035,0.00002297781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005686542,0.9969121,0.0001439291,0.001634795,0.000768729,0.000001476143,0.00001657709,0.00001429791,0.0004513007],"genre_scores_gemma":[0.0004744187,0.9960466,0.0002010726,0.001229795,0.001592536,0.00000354098,0.00004119281,0.000003015071,0.0004077433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003821868,"threshold_uncertainty_score":0.01278543,"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."}}