{"id":"W2116311953","doi":"10.1080/17477160701875007","title":"Influence of neighbourhood design and access to facilities on overweight among preschool children","year":2008,"lang":"en","type":"article","venue":"International Journal of Pediatric Obesity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; University of Alberta","funders":"Centers for Disease Control and Prevention","keywords":"Overweight; Neighbourhood (mathematics); Medicine; Obesity; Demography; Odds; Walkability; Environmental health; Odds ratio; Body mass index; Physical activity; Logistic regression; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170142,0.0002356909,0.0002169746,0.0005329321,0.0004327086,0.0006353296,0.0003174731,0.0002479437,0.002453729],"category_scores_gemma":[0.002606352,0.0002316272,0.0004396928,0.000572153,0.0004365079,0.0002391678,0.0005484011,0.0003605471,0.0001392035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006847121,"about_ca_system_score_gemma":0.000716245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06619136,"about_ca_topic_score_gemma":0.0964212,"domain_scores_codex":[0.9995357,0.0001340062,0.00003637831,0.00007646329,0.0001137881,0.0001037762],"domain_scores_gemma":[0.998471,0.0003696025,0.0006512425,0.00007325743,0.0001365567,0.0002984874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006703562,0.00002405163,0.9986404,0.000009612739,0.00003541248,0.00004860865,0.00008300466,0.00003645664,0.0001218772,0.000011407,0.00003063938,0.0008916096],"study_design_scores_gemma":[0.000001505674,0.00003713468,0.9995909,0.000009601989,0.00001113321,0.00005058824,0.000188771,0.00002992056,0.0000230527,0.000005791251,0.00005040279,0.000001087096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993446,0.0002058889,0.00002107449,0.00001776718,0.000002025467,0.000002425078,0.00009872365,0.000002007479,0.0003053704],"genre_scores_gemma":[0.9996562,0.00009489669,0.00004750569,0.000003232078,0.000001505307,0.000002920494,0.00009212759,0.000001359828,0.0001002467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06619136,"threshold_uncertainty_score":0.1316122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921053680759209,"score_gpt":0.2858318951189179,"score_spread":0.2666213583113258,"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."}}