{"id":"W2918569474","doi":"10.1002/edm2.60","title":"Prediabetes: An emerging public health concern in adolescents","year":2019,"lang":"en","type":"article","venue":"Endocrinology Diabetes & Metabolism","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Prediabetes; Medicine; Overweight; Body mass index; Prehypertension; Type 2 diabetes; Diabetes mellitus; Obesity; Anthropometry; Demography; Blood pressure; Impaired glucose tolerance; Gerontology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003582313,0.0004188731,0.001343608,0.0004680933,0.00008329669,0.00003827454,0.0003951841,0.0001523226,0.0002639311],"category_scores_gemma":[0.0001650309,0.000406141,0.000181463,0.0005356334,0.0002130541,0.0005768696,0.0002805967,0.000899261,0.0006554239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602578,"about_ca_system_score_gemma":0.0001936909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009430495,"about_ca_topic_score_gemma":0.00004078816,"domain_scores_codex":[0.9957061,0.0004705087,0.000570895,0.0008803425,0.0004282272,0.001943956],"domain_scores_gemma":[0.9981356,0.00008705994,0.0002280697,0.000889068,0.0001184005,0.0005417518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001029992,0.003789515,0.9752955,0.0002321833,0.00009468635,0.00001345972,0.0003244029,0.000004611012,0.002641605,0.00272209,0.000111462,0.01476016],"study_design_scores_gemma":[0.003260348,0.0003817938,0.9831634,0.0001443721,0.00004765435,0.000004681911,0.0001747884,0.0003691758,0.002735934,0.0008193281,0.00859814,0.0003004068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913122,0.002919607,0.000002475358,0.002598373,0.001103146,0.0009322255,0.00002164448,0.0002507641,0.0008595514],"genre_scores_gemma":[0.9956311,0.0001243149,0.0001498216,0.003076831,0.0005456707,0.00007985752,0.00006169848,0.0000722796,0.0002584131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01445975,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316746600768566,"score_gpt":0.3065635436164555,"score_spread":0.2733960776087699,"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."}}