{"id":"W2989889129","doi":"10.1136/bmjopen-2019-030709","title":"Fit for School Study protocol: early child growth, health behaviours, nutrition, cardiometabolic risk and developmental determinants of a child’s school readiness, a prospective cohort","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa; St. Michael's Hospital; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; University of Guelph; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prospective cohort study; Cohort study; Environmental health; Child health; Public health; Epidemiology; Protocol (science); Cohort; Gerontology; Pediatrics; Child development; Family medicine; Alternative medicine; Nursing; Psychiatry; Pathology","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":[0.002659651,0.0002129436,0.000612071,0.0001973838,0.0009072736,0.0003310257,0.0005186889,0.00008462185,0.0001904552],"category_scores_gemma":[0.0005699185,0.0002019569,0.00006845912,0.0005625938,0.0000973829,0.0006407245,0.0002388021,0.0001862547,0.00007130007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895266,"about_ca_system_score_gemma":0.002959035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752802,"about_ca_topic_score_gemma":0.004619096,"domain_scores_codex":[0.9974985,0.0003149723,0.0006339818,0.0005632525,0.0005742959,0.0004150058],"domain_scores_gemma":[0.9984486,0.00004957365,0.0004743318,0.0002699544,0.0003760379,0.000381472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574054,0.0006614407,0.9845462,0.0000623859,0.00006974093,6.401061e-7,0.01061255,8.554722e-8,3.549933e-7,0.0001261403,0.002551304,0.001211794],"study_design_scores_gemma":[0.003679955,0.000376063,0.9815435,0.0003176746,0.00003015695,0.000007373793,0.008645427,3.549207e-7,0.00003351555,0.0002254279,0.004858147,0.000282434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5916894,0.00001966625,0.00000348276,0.0005845918,0.0001364159,0.4029558,0.00006597349,0.00003277613,0.004511876],"genre_scores_gemma":[0.6730787,0.00002660079,0.001745965,0.000253951,0.0002058038,0.3234917,0.00001600105,0.00003268764,0.001148623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08138928,"threshold_uncertainty_score":0.9890143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498671324606741,"score_gpt":0.407491936220661,"score_spread":0.3725052229745937,"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."}}