{"id":"W4386897385","doi":"10.32920/24168453.v1","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":2023,"lang":"en","type":"preprint","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"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":"Child development; Body mass index; Cohort; Psychology; Medicine; Developmental psychology; Cohort study; Cognition; Cognitive development; Gerontology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151042,0.002094581,0.002738334,0.002056871,0.004123089,0.002510298,0.003186316,0.003148688,0.0635203],"category_scores_gemma":[0.01780301,0.002895295,0.001707712,0.002516755,0.001083918,0.002896745,0.002487831,0.003306845,0.02130496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255043,"about_ca_system_score_gemma":0.01011129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622197,"about_ca_topic_score_gemma":0.0247141,"domain_scores_codex":[0.9954554,0.001822556,0.0008432473,0.000836455,0.0005348976,0.0005073606],"domain_scores_gemma":[0.9904108,0.001144076,0.00121346,0.00225214,0.003514153,0.001465405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.07182186,0.01496693,0.1436297,0.01152172,0.001168291,0.001255485,0.003494302,0.002201531,0.004219543,0.006243253,0.6792488,0.06022853],"study_design_scores_gemma":[0.0796618,0.01832489,0.6878479,0.005298996,0.0007902302,0.0008212546,0.003055532,0.002819781,0.001970525,0.003562192,0.1953117,0.000535149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03891121,0.0003977551,0.005146835,0.001450465,0.0007142202,0.7180753,0.2247307,0.0005949778,0.009978485],"genre_scores_gemma":[0.01801622,0.0001523744,0.004550198,0.0005247909,0.00006858769,0.9387371,0.03392775,0.00006091357,0.003962061],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0635203,"threshold_uncertainty_score":0.2124966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640781526949757,"score_gpt":0.3353388450957533,"score_spread":0.3089310298262557,"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."}}