{"id":"W4416332414","doi":"10.58931/cdet.2025.3346","title":"Youth-Onset Type 2 Diabetes: A Review","year":2025,"lang":"","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Type 2 diabetes; Obesity; Disease; Diabetes mellitus; Incidence (geometry); Pandemic; Natural history; Ethnic group","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004772965,0.001017252,0.001332355,0.0005918075,0.0005454401,0.0001340459,0.001336435,0.0009376619,0.0009270342],"category_scores_gemma":[0.001200802,0.00117056,0.0005968851,0.001317012,0.0006872134,0.00002081809,0.0004100967,0.0008000541,0.0003666006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399547,"about_ca_system_score_gemma":0.00337566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656719,"about_ca_topic_score_gemma":0.02238338,"domain_scores_codex":[0.9924843,0.00048888,0.001052168,0.001612776,0.0002235518,0.004138344],"domain_scores_gemma":[0.9964041,0.0001004176,0.000327394,0.001642122,0.0004823815,0.001043612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003409461,0.000371556,0.282916,0.002841169,0.004424035,0.00006526863,0.0001728778,0.00001800535,0.004488331,0.001115776,0.6050895,0.0984634],"study_design_scores_gemma":[0.001309928,0.0004147565,0.003765428,0.00253364,0.001218693,0.000001851034,0.0003768229,0.00003325652,0.005140758,0.0002931993,0.983573,0.001338694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4826109,0.4571746,0.000001943893,0.01217957,0.003572299,0.001193252,0.001325888,0.00006819014,0.04187337],"genre_scores_gemma":[0.8607019,0.07659686,0.0000613422,0.0530437,0.000245456,0.0001462511,0.002068789,0.0001127842,0.007022898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805777,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007315586732860628,"score_gpt":0.233694586221393,"score_spread":0.2263789994885324,"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."}}