{"id":"W224994236","doi":"10.1093/pch/17.3.129","title":"Success with lifestyle monotherapy in youth with new-onset type 2 diabetes","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diabetes Management and Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Health Sciences Centre; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Health Research Council; Canadian Diabetes Association","keywords":"Type 2 diabetes; Medicine; Diabetes mellitus; Gerontology; Pediatrics; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008360028,0.0002147638,0.0004093632,0.0004417257,0.0001181223,0.00003532242,0.0001525098,0.00007620313,0.00007703319],"category_scores_gemma":[0.00004499321,0.0001425439,0.00003673562,0.001322961,0.00005579367,0.0001837031,0.00004624032,0.0004657523,0.00005362431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226717,"about_ca_system_score_gemma":0.0004267208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002935788,"about_ca_topic_score_gemma":0.0001432479,"domain_scores_codex":[0.9977822,0.0000798123,0.0002686761,0.0002847882,0.0005427556,0.001041771],"domain_scores_gemma":[0.9987218,0.00008781192,0.0001227702,0.000357333,0.00006825371,0.0006419813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002605875,0.0003434361,0.987959,0.0001818107,0.00004696106,0.00000233898,0.001233975,0.00001177476,5.104561e-7,0.0000675229,0.002962149,0.006929991],"study_design_scores_gemma":[0.003691732,0.001490241,0.9883469,0.0001629192,0.00005485497,0.000001881587,0.0002451431,0.00005151586,0.00002018018,0.00002032978,0.005683175,0.0002311464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801494,0.008655807,0.00005041934,0.006986611,0.0001666379,0.0009194416,0.00001234733,0.00008556702,0.002973808],"genre_scores_gemma":[0.9927239,0.001591028,0.0007261349,0.003169847,0.0008967328,0.00001289182,0.0001235196,0.00006112092,0.000694855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257451,"threshold_uncertainty_score":0.5812772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923858608025213,"score_gpt":0.2930621188496449,"score_spread":0.2738235327693928,"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."}}