{"id":"W4383683288","doi":"10.58931/cdet.2023.1212","title":"Management of Pediatric Type 2 Diabetes","year":2023,"lang":"en","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Diabetes mellitus; Ethnic group; Type 1 diabetes; Demography; Type 2 Diabetes Mellitus; Type 2 diabetes; Pediatrics; Disease; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001321982,0.000211287,0.000245843,0.0003113067,0.00009853925,0.0000145284,0.0003698501,0.0001659506,0.0001105761],"category_scores_gemma":[0.00005651251,0.0002310327,0.0001158325,0.0006535816,0.0001067967,0.000005177627,0.0001352751,0.0001056941,0.0002350367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003355273,"about_ca_system_score_gemma":0.0001381299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000365082,"about_ca_topic_score_gemma":0.001308311,"domain_scores_codex":[0.9979554,0.00005422337,0.000250411,0.0004048166,0.0001094904,0.001225688],"domain_scores_gemma":[0.9991333,0.00002325872,0.00008783773,0.0004116033,0.00008931351,0.0002546589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007093249,0.00006005096,0.876864,0.0001545089,0.0007419191,0.00004944589,0.00003579641,0.0001324892,0.01263108,0.001450341,0.08919037,0.01868296],"study_design_scores_gemma":[0.002088596,0.000852048,0.5114498,0.000055716,0.0004193102,0.000001206723,0.0004955073,0.0001155221,0.05980307,0.001590464,0.4217767,0.001352067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883763,0.002632515,5.056896e-7,0.0004659847,0.000544337,0.0001834289,0.00008672226,0.00005060074,0.007659624],"genre_scores_gemma":[0.9950966,0.001574786,0.00006379561,0.0004578933,0.0001489821,0.00004435983,0.0004182003,0.00004216356,0.002153196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654141,"threshold_uncertainty_score":0.9421238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007489643785074226,"score_gpt":0.2202748350583424,"score_spread":0.2127851912732681,"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."}}