{"id":"W2085086602","doi":"10.1016/j.ypmed.2009.08.014","title":"Sustained Active Transportation is associated with a favorable body mass index trajectory across the early school years: Findings from the Quebec Longitudinal Study of Child Development birth cohort","year":2009,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Body mass index; Overweight; Demography; Longitudinal study; Cohort; Obesity; Cohort study; Predictive power; Pediatrics; Gerontology; 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":[0.001440358,0.0001985404,0.0003855489,0.0000435646,0.0006598861,0.00004239377,0.0004451173,0.00008305559,0.0003159469],"category_scores_gemma":[0.0001539325,0.0001125513,0.00006339313,0.0006985706,0.0004716501,0.0003214335,0.00000885238,0.0003766532,0.000001804104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533426,"about_ca_system_score_gemma":0.0003595632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05661244,"about_ca_topic_score_gemma":0.2089577,"domain_scores_codex":[0.9975134,0.0002888279,0.0004421827,0.0003944781,0.0009886776,0.0003724001],"domain_scores_gemma":[0.9988561,0.0002240737,0.0003151645,0.0002309578,0.000273747,0.00009993831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002402181,0.0003534908,0.8518926,0.000003797984,0.0003222095,0.00001030675,0.1463951,0.000001998626,0.00002130985,0.00001408906,0.00007090895,0.0006739878],"study_design_scores_gemma":[0.001752791,0.0002915473,0.9320447,0.0001846342,0.0001762228,3.404694e-8,0.06494442,0.000001766075,0.0001158546,0.0002570986,0.0001004153,0.000130538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996535,0.0000989062,0.0002958725,0.001004751,0.00006461504,0.001613976,0.00004457699,0.0000421245,0.000300186],"genre_scores_gemma":[0.998681,0.000008160185,0.00001020174,0.0001435672,0.00009885635,0.00005045743,0.00005365292,0.00001103591,0.0009430873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523453,"threshold_uncertainty_score":0.9496697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391250327708568,"score_gpt":0.2880330092494073,"score_spread":0.2741205059723216,"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."}}