{"id":"W2620366098","doi":"10.1016/j.healthplace.2017.05.013","title":"Associations of neighborhood social environment attributes and physical activity among 9–11 year old children from 12 countries","year":2017,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Low and middle income countries; Developing country; Geography; Physical activity; Demography; Level design; Obesity; Environmental health; Psychology; Medicine; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004390292,0.00008987619,0.0002733012,0.00001253422,0.001653762,0.00007991788,0.0001932843,0.00008992114,0.00006362605],"category_scores_gemma":[0.00007320633,0.00009061709,0.00005457358,0.00002361736,0.0004957981,0.0003672554,0.00004037678,0.0001311616,0.000005982549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489743,"about_ca_system_score_gemma":0.0001952106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04955291,"about_ca_topic_score_gemma":0.01894659,"domain_scores_codex":[0.9989114,0.0001184517,0.0001405913,0.0002253324,0.0003343323,0.0002698675],"domain_scores_gemma":[0.9991436,0.00015478,0.0003815574,0.0001838533,0.00001958674,0.0001166394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001030533,0.0001225319,0.9921814,0.000007371159,0.00001655739,1.720782e-7,0.005965075,3.269629e-7,0.000005471698,0.0008414758,0.0004244658,0.0004248402],"study_design_scores_gemma":[0.0002996301,0.0000176018,0.9982784,0.000009640398,0.00001914592,6.619389e-9,0.0002161041,0.00001188004,0.00004102185,0.0005386263,0.0004865696,0.00008137806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946347,0.00005493675,0.00003646242,0.003710537,0.00006868776,0.0002616707,0.0008336074,0.00002415264,0.0003751721],"genre_scores_gemma":[0.999237,0.00007496743,0.00003348119,0.00005475279,0.0003823195,0.000005730921,0.0000382633,0.000006170237,0.000167296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03060632,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934168462718613,"score_gpt":0.3149437060709848,"score_spread":0.2856020214437987,"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."}}