{"id":"W3012886619","doi":"10.17458/per.vol17.2020.tol.epidemiologychildtype1diabetes","title":"Update on Worldwide Trends in Occurrence of Childhood Type 1 Diabetes in 2020.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Demography; Epidemiology; Medicine; Population; Geography; Type 1 diabetes; Diabetes mellitus; Pediatrics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002640871,0.00008367293,0.0002317161,0.0002781025,0.000006645602,0.000008618282,0.0001287436,0.00003065611,0.0001598592],"category_scores_gemma":[0.0002367358,0.00006897226,0.00003711787,0.001366237,0.00003650244,0.00004761995,0.00007349331,0.0002106531,0.00004000398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002296593,"about_ca_system_score_gemma":0.00001274432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002891728,"about_ca_topic_score_gemma":0.00001299935,"domain_scores_codex":[0.9989791,0.0000358816,0.0001931326,0.0002031913,0.0002309772,0.0003577208],"domain_scores_gemma":[0.9996444,0.00003934048,0.00003485726,0.0001423907,0.00001836455,0.0001206478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001326066,0.0002660125,0.4656348,0.00008191833,0.00002560564,0.00002106647,0.00008608308,0.000015403,0.00001861021,0.00005614506,0.01044134,0.5232204],"study_design_scores_gemma":[0.001144257,0.0001204141,0.9911644,0.00003983655,0.0000106018,2.725696e-8,0.00001403799,0.0001826667,0.0004661172,0.00003719683,0.006753892,0.00006658979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736533,0.0002936387,1.213464e-7,0.009355024,0.00008324289,0.0003724918,0.000007655248,0.00002043726,0.01621406],"genre_scores_gemma":[0.9982384,0.00004790948,0.00001192551,0.000908924,0.00005587338,0.0001149746,0.00004539844,0.000007427302,0.0005691401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5255296,"threshold_uncertainty_score":0.2812607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861088776453656,"score_gpt":0.2648817013014853,"score_spread":0.2362708135369487,"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."}}