{"id":"W4285496469","doi":"10.1089/chi.2022.0018","title":"Body Weight at Age Four Years and Readiness to Start School: A Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; SickKids Foundation; University of Toronto; St. Michael's Hospital; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Guelph; Public Health Ontario; Hospital for Sick Children","funders":"","keywords":"Overweight; Body mass index; Obesity; Childhood obesity; Prospective cohort study; Medicine; Positive Youth Development; Cohort; Psychological intervention; Cohort study; Demography; Psychology; Early childhood; Pediatrics; Gerontology; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004345309,0.0003019039,0.0006864048,0.0001484845,0.0004783741,0.00004101349,0.0002209852,0.00005445478,0.0004017808],"category_scores_gemma":[0.0001663452,0.0003028161,0.0001146107,0.0005281074,0.00006989727,0.0001391752,0.001290573,0.0006455276,0.0001928343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279119,"about_ca_system_score_gemma":0.00009964628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706751,"about_ca_topic_score_gemma":0.0001875644,"domain_scores_codex":[0.9974117,0.000181388,0.0002463508,0.0008894487,0.0008257172,0.0004454216],"domain_scores_gemma":[0.9985092,0.0000676856,0.00008662774,0.0007098881,0.00008660086,0.0005399555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213953,0.01938841,0.9753289,0.00002314674,0.000252489,0.0005082292,0.001195471,0.000002020406,0.0003293526,0.00009615705,0.002696265,0.00005819239],"study_design_scores_gemma":[0.00215188,0.001711902,0.9933274,0.00001930451,0.0002801361,0.00007009075,0.0002943692,0.000007802149,0.0003085168,0.0006756354,0.0008312897,0.0003216985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993172,0.00004229141,0.000002621551,0.0003366515,0.0002094511,0.003584181,0.00005976887,0.0001946835,0.002398317],"genre_scores_gemma":[0.9966657,0.000005287733,0.00008644455,0.0004924051,0.0003262902,0.0003220991,0.00003239305,0.00005846069,0.002010992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179985,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009206122985499075,"score_gpt":0.2421037833487792,"score_spread":0.2328976603632802,"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."}}