{"id":"W4411293761","doi":"10.2337/db25-1504-p","title":"1504-P: National Trends in Incidence of Type 1 Diabetes Mellitus among Adolescents and Young Adults (15–39y) across 204 Countries (1990–2021)","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; Diabetes mellitus; Pediatrics; Demography; Type 1 diabetes; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007323931,0.0002810152,0.000291038,0.00200023,0.0002272467,0.0007310535,0.0003239021,0.0003208508,0.002677902],"category_scores_gemma":[0.001398897,0.0001689225,0.0006326953,0.003772513,0.0001261257,0.0005394732,0.0005625013,0.0004881274,0.001065545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005240783,"about_ca_system_score_gemma":0.00085176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03716826,"about_ca_topic_score_gemma":0.02562303,"domain_scores_codex":[0.9996268,0.00005654266,0.00005602613,0.00008696177,0.0001124821,0.00006118093],"domain_scores_gemma":[0.9989799,0.00008282172,0.0005282828,0.00003840252,0.0002633836,0.0001071902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005594402,0.00001592681,0.9904724,0.0001018444,0.0001131691,0.00002165829,0.00006594131,0.0001524939,0.000124743,0.00004557256,0.003772795,0.005057465],"study_design_scores_gemma":[0.000004832458,0.00002633555,0.997399,0.00003138527,0.00002803549,0.00008086584,0.0000886572,0.0001210725,0.000043218,0.00001426613,0.002160023,0.000002264932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7837281,0.002994088,0.0005472897,0.0006115481,0.00009167199,0.00007032799,0.2060479,0.0001247109,0.005784552],"genre_scores_gemma":[0.8545211,0.002349728,0.001494628,0.0002490423,0.00009620546,0.0001823779,0.1393028,0.00002595174,0.001778215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716826,"threshold_uncertainty_score":0.07390386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012322260144769,"score_gpt":0.2976315907036786,"score_spread":0.2875083681022309,"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."}}