{"id":"W4404821259","doi":"10.1111/ppe.13114","title":"Early childhood body mass index growth and school readiness: A longitudinal cohort study","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute for Clinical Evaluative Sciences; University of Ottawa; St. Michael's Hospital; Toronto Metropolitan University; SickKids Foundation; University of Toronto; Children's Hospital of Eastern Ontario; Artificial Intelligence in Medicine (Canada); University of Guelph; Public Health Ontario; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Body mass index; Demography; Poisson regression; Rate ratio; Confounding; Cohort study; Pediatrics; Overweight; Longitudinal study; Cohort; Population; Environmental health; Internal medicine","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":[0.0008915179,0.0002440523,0.0006984217,0.0003052753,0.000116889,0.00003490574,0.00006477036,0.0001866025,0.0001379085],"category_scores_gemma":[0.001999341,0.000194597,0.00008769974,0.0003150316,0.0001649179,0.0001249516,0.00009354406,0.0005091,0.00004661332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000277555,"about_ca_system_score_gemma":0.00004807039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862294,"about_ca_topic_score_gemma":0.000002422572,"domain_scores_codex":[0.99827,0.0001552726,0.0004271551,0.0006703378,0.0001302723,0.0003469576],"domain_scores_gemma":[0.9983763,0.0009988518,0.00005639457,0.0001709634,0.00004589791,0.0003516344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067344,0.0001042417,0.9958159,0.0002429958,0.0001533899,0.0002121068,0.0001858479,1.042318e-7,0.00001648959,0.001525105,0.0008226384,0.0008144524],"study_design_scores_gemma":[0.001264907,0.0009262342,0.9937886,0.00005558996,0.000224032,0.0004975884,0.0001415315,0.0002062355,0.000002524703,0.001399245,0.00130221,0.0001913059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767842,0.01779155,0.000268087,0.003002602,0.0003326497,0.0006403868,0.0000239651,0.0001834284,0.0009730792],"genre_scores_gemma":[0.994633,0.003257437,0.0002138844,0.0003846259,0.001126406,0.00006523281,0.00002413763,0.00002682435,0.0002684986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178487,"threshold_uncertainty_score":0.7935435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854803572362255,"score_gpt":0.2993541538037613,"score_spread":0.2808061180801388,"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."}}