{"id":"W2020129548","doi":"10.1016/j.healthplace.2011.02.006","title":"Income disparities in perceived neighborhood built and social environment attributes","year":2011,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":227,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Walkability; Recreation; Built environment; Ethnic group; Level design; Pedestrian; Environmental health; Geography; Socioeconomic status; Household income; Socioeconomics; Scale (ratio); Gerontology; Psychology; Medicine; Sociology; Political science; Population; Engineering; Computer science","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":[0.0007364426,0.0001764649,0.0003218312,0.0007437589,0.0007854245,0.0007839769,0.0003771849,0.0004628215,0.006483684],"category_scores_gemma":[0.002589959,0.0002150659,0.0006103491,0.001040015,0.0005404021,0.0006423686,0.00123609,0.0008956818,0.0002836177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386434,"about_ca_system_score_gemma":0.0004177653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01674135,"about_ca_topic_score_gemma":0.02964139,"domain_scores_codex":[0.9994917,0.0001044388,0.00004633886,0.00008038465,0.00008536899,0.0001918152],"domain_scores_gemma":[0.9987307,0.0003316597,0.0004046199,0.00009309831,0.0001272037,0.000312682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584424,0.0002231996,0.9951782,0.000008998554,0.00006567952,0.00007781345,0.0008466628,0.00006313828,0.0002276858,0.0007292799,0.0001574401,0.002263471],"study_design_scores_gemma":[0.000004317762,0.00003893465,0.9983711,0.000006223095,0.00002162964,0.00004511453,0.0009291859,0.0001219121,0.00003390779,0.0002548282,0.0001700435,0.000002816946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984004,0.00008835943,0.00004279638,0.0001384395,0.000006343213,0.000002748436,0.0001246375,0.000001058776,0.001195241],"genre_scores_gemma":[0.999531,0.0000359304,0.00002134901,0.00002139422,0.000004962381,0.000001824235,0.00009457702,9.065221e-7,0.0002879587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674135,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711262529661557,"score_gpt":0.3039054013132201,"score_spread":0.2467927760166045,"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."}}