{"id":"W2068777851","doi":"10.2147/jmdh.s63842","title":"Design, implementation, and evaluation of a pediatric and adolescent type 2 diabetes management program at a tertiary pediatric center","year":2014,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; McMaster Children's Hospital","funders":"","keywords":"Center (category theory); Medicine; Tertiary care; Type 2 diabetes; Medical education; Computer science; Medical physics; Family medicine; Diabetes mellitus; Chemistry; 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":[0.00248618,0.0001458168,0.000310829,0.000483897,0.0001200018,0.00001850805,0.00008126626,0.00005786363,0.00002801681],"category_scores_gemma":[0.00003188123,0.0001101982,0.0000601135,0.0002917269,0.00004328752,0.0001262787,0.0002302415,0.0001812392,0.000002265495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302062,"about_ca_system_score_gemma":0.00009467313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001434706,"about_ca_topic_score_gemma":0.000003527861,"domain_scores_codex":[0.9976616,0.000352538,0.0006129188,0.0002068688,0.0008610782,0.0003050221],"domain_scores_gemma":[0.9984298,0.00007354723,0.0004103052,0.0001578422,0.0006785894,0.0002499492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002366483,0.000386806,0.8645378,0.003004785,0.00007785506,0.000008378709,0.0002719065,0.00001161083,0.00005554244,0.000005655583,0.001430719,0.1299722],"study_design_scores_gemma":[0.00452787,0.002375334,0.9879557,0.0001726029,0.0006650246,0.000009020787,0.000519821,0.003316195,0.00007244637,0.000133724,0.00014882,0.0001033951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903165,0.005224748,0.00004921134,0.002598751,0.0001644482,0.001584704,0.000002901434,0.00001173285,0.00004706832],"genre_scores_gemma":[0.992784,0.003008494,0.003643009,0.00008077383,0.0003650913,0.00002865343,0.00001746237,0.00001994628,0.00005253486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298689,"threshold_uncertainty_score":0.4493753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521644940997008,"score_gpt":0.4044177610054283,"score_spread":0.3492013115954582,"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."}}