{"id":"W3091901853","doi":"10.1111/pedi.13137","title":"<i>Worldwide differences in childhood type 1 diabetes: The</i> SWEET <i>experience</i>","year":2020,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Universität Ulm; Abbott Laboratories","keywords":"Medicine; Confidence interval; Type 1 diabetes; Logistic regression; Demography; Body mass index; Diabetes mellitus; East Asia; Pediatrics; Geography; Internal medicine; China","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":[],"consensus_categories":[],"category_scores_codex":[0.0003584273,0.0002943818,0.0005288716,0.0001932258,0.0001244772,0.0001164066,0.0005384142,0.00009115438,0.0003940656],"category_scores_gemma":[0.0006375618,0.000193876,0.0001388395,0.00211345,0.0001623005,0.00018835,0.0002872843,0.0004800549,0.0003750161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000290377,"about_ca_system_score_gemma":0.0001092609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004151314,"about_ca_topic_score_gemma":0.000002807371,"domain_scores_codex":[0.9973507,0.0001027781,0.0004312154,0.0005300783,0.0006723502,0.0009129036],"domain_scores_gemma":[0.9987337,0.0003616274,0.0001011357,0.0003876513,0.00008373041,0.0003321672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002316708,0.0002054427,0.9833179,0.0001810301,0.0000463945,0.000009254372,0.0008808126,0.000003918563,0.0001364819,0.00005696655,0.01097035,0.004168242],"study_design_scores_gemma":[0.001826962,0.000984316,0.9776084,0.00006600047,0.0002272242,1.306973e-7,0.0004293449,0.001224124,0.0006132169,0.000309438,0.01623965,0.0004711339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788743,0.003804925,0.000001425414,0.009278811,0.0002898434,0.000703265,0.000006865021,0.000144281,0.006896281],"genre_scores_gemma":[0.9911941,0.0004766237,0.00007458207,0.006328168,0.001141586,0.000105825,0.00002624766,0.00004019208,0.0006126446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231983,"threshold_uncertainty_score":0.7906033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283979349481223,"score_gpt":0.2539394810888083,"score_spread":0.231099687593996,"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."}}