{"id":"W2167294440","doi":"10.1016/j.socscimed.2009.01.017","title":"Neighborhood built environment and income: Examining multiple health outcomes","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":664,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Community College","funders":"National Heart, Lung, and Blood Institute; Centers for Disease Control and Prevention","keywords":"Walkability; Overweight; Gerontology; Body mass index; Obesity; Built environment; Quality of life (healthcare); Environmental health; Ethnic group; Level design; Demography; Medicine; Physical activity; Psychology; Physical therapy; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002631132,0.0009595937,0.0009305301,0.001664897,0.001203662,0.001767102,0.0012876,0.001258961,0.002151476],"category_scores_gemma":[0.007537815,0.0005510734,0.002385303,0.002455316,0.0008178576,0.001715417,0.00231622,0.00178585,0.000214772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006545905,"about_ca_system_score_gemma":0.001197089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661555,"about_ca_topic_score_gemma":0.03413257,"domain_scores_codex":[0.9980631,0.0009179609,0.0001526175,0.0002708559,0.0002437216,0.0003517462],"domain_scores_gemma":[0.9950471,0.001583754,0.001565667,0.0003210134,0.0003392325,0.001143221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009613152,0.00008280222,0.9983847,0.000009005525,0.0002583029,0.00003145213,0.00006148458,0.00005248829,0.000025053,0.00004163815,0.00002932198,0.0009275757],"study_design_scores_gemma":[0.00000756842,0.0002787404,0.9978135,0.00001624557,0.0003554081,0.00008909732,0.0006302031,0.0004537572,0.00005607131,0.0001706669,0.0001193202,0.000009485885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998296,0.000601181,0.0001205536,0.0001302031,0.00001784906,0.000007930827,0.0002419439,0.000002636042,0.0005816566],"genre_scores_gemma":[0.999186,0.0002086742,0.0001717619,0.00002630595,0.0000169576,0.00001305218,0.0001536317,0.000001860096,0.0002218317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661555,"threshold_uncertainty_score":0.03303766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414006001774478,"score_gpt":0.3506957120268621,"score_spread":0.3092951118494143,"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."}}