{"id":"W4205471123","doi":"10.1111/pedi.13315","title":"Natural history and determinants of dysglycemia in <scp>Canadian</scp> children with parental obesity from ages 8–10 to 15–17 years: The <scp>QUALITY</scp> cohort","year":2022,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University Health Centre; Université Laval; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Overweight; Type 2 diabetes; Odds ratio; Internal medicine; Diabetes mellitus; Cohort; Glucose homeostasis; Impaired glucose tolerance; Insulin resistance; Childhood obesity; Impaired fasting glucose; Obesity; Endocrinology; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005172933,0.0002771128,0.0006277899,0.0003766983,0.0001061819,0.00002728662,0.000323897,0.00007809349,0.0001215813],"category_scores_gemma":[0.001220073,0.0002259421,0.0001114037,0.0004490092,0.0001393776,0.0001290172,0.0001990498,0.0003707895,0.00002167927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355154,"about_ca_system_score_gemma":0.0005391423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009134104,"about_ca_topic_score_gemma":0.004104321,"domain_scores_codex":[0.9976667,0.0001902652,0.000415844,0.0005129435,0.000615487,0.0005987958],"domain_scores_gemma":[0.997991,0.000734942,0.0002064542,0.0004606641,0.00006587218,0.0005410807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001234694,0.000197309,0.9674837,0.00005183364,0.00006237847,0.00004675067,0.001271066,0.000004201119,0.0000305044,0.000005258384,0.02978451,0.001050132],"study_design_scores_gemma":[0.001133911,0.0001555579,0.9913848,0.00001804413,0.0005158686,0.000003463403,0.0006547366,0.00002132663,0.00007195802,0.0000233154,0.005948482,0.00006854874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733283,0.02452841,1.129032e-7,0.00002595814,0.0003261996,0.0007092225,0.0005704843,0.00003927972,0.0004720125],"genre_scores_gemma":[0.9972529,0.0003036038,0.00006428971,0.0007684514,0.0004630978,0.0001503508,0.0001885811,0.000038789,0.0007699697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422481,"threshold_uncertainty_score":0.9974642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007666810062670882,"score_gpt":0.224015006874304,"score_spread":0.2163481968116331,"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."}}