{"id":"W3081870939","doi":"10.1111/dme.14396","title":"Childhood food insecurity and incident diabetes: A longitudinal cohort study of 34 042 children in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Joseph's Hospital; London Health Sciences Centre; Lawson Health Research Institute","funders":"Schulich School of Medicine and Dentistry; Western University; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Hazard ratio; Environmental health; Confounding; Cohort study; Diabetes mellitus; Population; Proportional hazards model; Cohort; Demography; Gerontology; Confidence interval; Surgery; Internal medicine; Endocrinology","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":[0.000706101,0.000215799,0.0007975989,0.0001285587,0.0003176134,0.000002608118,0.0002020705,0.0001259441,0.000861547],"category_scores_gemma":[0.0007073242,0.0001929064,0.00002145431,0.0003691792,0.0001006544,0.00006579103,0.000192859,0.001039122,0.000005145946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878998,"about_ca_system_score_gemma":0.001212707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524357,"about_ca_topic_score_gemma":0.9953763,"domain_scores_codex":[0.9970286,0.0003793779,0.001033806,0.0004399848,0.0005896881,0.0005285458],"domain_scores_gemma":[0.9984615,0.00034794,0.00032249,0.0002983947,0.000118238,0.0004514229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002005704,0.0002527589,0.9569402,0.0001891439,0.00007660451,0.000005233219,0.04028399,0.000004252396,0.000001866958,0.000231846,0.001953481,0.00004054287],"study_design_scores_gemma":[0.00343616,0.001423437,0.9885278,0.0003394383,0.0001032867,3.602693e-7,0.005577036,0.0000428879,0.000001514798,0.0002074682,0.0001924788,0.0001481551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912183,0.0003763757,0.000001183612,0.004923159,0.0003159188,0.002504378,0.00004399211,0.00002535698,0.0005913212],"genre_scores_gemma":[0.9963988,0.00002485924,0.00001917926,0.003141739,0.0001683718,0.0001426702,0.00007348527,0.00001651808,0.00001439224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04294053,"threshold_uncertainty_score":0.9433336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07460304227512046,"score_gpt":0.3440755081721021,"score_spread":0.2694724658969817,"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."}}