{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253747,0.0003195897,0.001125757,0.0001613629,0.0002381388,0.0006184979,0.0003415192,0.0005323265,0.001022073],"category_scores_gemma":[0.001443562,0.0001915262,0.0008840111,0.0003770503,0.0001458673,0.0004039251,0.0003775604,0.0009567273,0.00009385887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984028,"about_ca_system_score_gemma":0.0002853457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256172,"about_ca_topic_score_gemma":0.002768878,"domain_scores_codex":[0.9995572,0.0002047124,0.00003632529,0.00007170423,0.00006396182,0.00006600314],"domain_scores_gemma":[0.998946,0.0001755065,0.0004791146,0.00005983905,0.00006308094,0.0002764772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06442499,0.001453579,0.915156,0.0002049827,0.001269381,0.0001005319,0.00007042405,0.0004065271,0.00105557,0.00009600433,0.001151968,0.01461005],"study_design_scores_gemma":[0.005543611,0.007757716,0.9832641,0.00008297809,0.001018589,0.0001348867,0.00009748773,0.001205791,0.0002008745,0.00006811025,0.000609931,0.00001588768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998511,0.0006712638,0.00004033537,0.000105974,0.00002059259,0.00002548837,0.0003553052,0.000004598321,0.0002654253],"genre_scores_gemma":[0.9977125,0.0003310989,0.0002229929,0.0001204107,0.00007769732,0.00004808242,0.001203596,0.000002890213,0.0002807407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001256172,"threshold_uncertainty_score":0.00663054,"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."}}