{"id":"W2969001105","doi":"10.1111/pedi.12906","title":"Predictors of response to insulin therapy in youth with poorly‐controlled type 2 diabetes in the TODAY trial","year":2019,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Type 2 diabetes; Type 1 diabetes; Diabetes mellitus; Insulin; Internal medicine; Randomized controlled trial; Endocrinology","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":[0.003407663,0.0002463239,0.0008048669,0.001054239,0.00002559594,0.0000424235,0.0003958247,0.0001102579,0.0001090471],"category_scores_gemma":[0.0009001482,0.0001382188,0.0001198423,0.002242526,0.00005706705,0.0001131583,0.00008046719,0.0003316152,0.00007593397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004757148,"about_ca_system_score_gemma":0.0002054298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002036708,"about_ca_topic_score_gemma":0.0000109015,"domain_scores_codex":[0.9970831,0.0005236359,0.0005568606,0.0003808391,0.0007979897,0.0006575296],"domain_scores_gemma":[0.9977938,0.001287823,0.0001410862,0.000536109,0.0001256106,0.0001155901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06812827,0.0007341353,0.9275716,0.00008279856,0.00009887381,0.000004938148,0.001143569,0.00004027723,0.0003984292,0.00001325373,0.0003114376,0.001472427],"study_design_scores_gemma":[0.1579239,0.01261672,0.8272406,0.0001045695,0.0001729159,3.697343e-8,0.000537054,0.000202088,0.0003434138,0.00005710085,0.0005228725,0.00027874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915163,0.0009987681,1.471974e-7,0.001321101,0.0003077496,0.004386827,0.00001198208,0.00003178051,0.001425381],"genre_scores_gemma":[0.9980792,0.0001390154,0.00003400854,0.0003963592,0.0003624338,0.0001763404,0.00002304092,0.00003551588,0.0007541084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100331,"threshold_uncertainty_score":0.5636399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142552978544509,"score_gpt":0.2598097550235383,"score_spread":0.2455544571690874,"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."}}