{"id":"W2791507024","doi":"10.1016/j.ypmed.2018.02.018","title":"Neighbourhoods and obesity: A prospective study of characteristics of the built environment and their association with adiposity outcomes in children in Montreal, Canada","year":2018,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Concordia University; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Waist; Built environment; Baseline (sea); Obesity; Prospective cohort study; Level design; Body mass index; Childhood obesity; Walkability; Demography; Pedestrian; Audit; Environmental health; Gerontology; Physical activity; Overweight; Physical therapy; Geography","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":[0.0005539258,0.0006607522,0.0005448,0.001179308,0.002644413,0.00154211,0.001521346,0.000851893,0.002172791],"category_scores_gemma":[0.001108373,0.0006180863,0.001122582,0.003124367,0.0008655039,0.0005437274,0.001166836,0.001068075,0.0002900325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01599165,"about_ca_system_score_gemma":0.01461813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9880267,"about_ca_topic_score_gemma":0.993467,"domain_scores_codex":[0.9991657,0.00008672079,0.00004568261,0.0001834771,0.0001977504,0.0003207249],"domain_scores_gemma":[0.998706,0.00004947858,0.0002978282,0.00005745316,0.0004302899,0.0004589566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000523029,0.00005370319,0.9975357,0.00001600865,0.00009999271,0.00006931698,0.0005357487,0.00007586903,0.0001695357,0.0000583506,0.000446298,0.0008872857],"study_design_scores_gemma":[0.000004067418,0.0000163552,0.9990031,0.00001278941,0.00002293322,0.00001745831,0.0005633157,0.00009476572,0.00002139858,0.000007381252,0.000230455,0.000006040043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959455,0.000706767,0.0001073328,0.0002003781,0.00001858148,0.00003025394,0.00211621,0.00001257624,0.0008623772],"genre_scores_gemma":[0.998168,0.0002987331,0.000148973,0.0000488978,0.000007141523,0.00001779865,0.0006066521,0.000006097509,0.0006978033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9880267,"threshold_uncertainty_score":0.1160281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005392067532504568,"score_gpt":0.2218245643757007,"score_spread":0.2164324968431961,"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."}}