{"id":"W2029601552","doi":"10.2337/dc12-0777","title":"Unwalkable Neighborhoods, Poverty, and the Risk of Diabetes Among Recent Immigrants to Canada Compared With Long-Term Residents","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Canadian Diabetes Association","keywords":"Walkability; Medicine; Demography; Incidence (geometry); Gerontology; Poverty; Immigration; Diabetes mellitus; Population; Environmental health; Geography; Physical activity","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":[0.0003026492,0.0002215401,0.0002579257,0.0005951883,0.001424853,0.0008331093,0.0004287523,0.0003085857,0.001232039],"category_scores_gemma":[0.001106021,0.0001900123,0.0003616078,0.001088609,0.0004012434,0.0002384526,0.0005912976,0.0004632774,0.00009489924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548313,"about_ca_system_score_gemma":0.003660954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8526445,"about_ca_topic_score_gemma":0.8949474,"domain_scores_codex":[0.9997554,0.00002653608,0.00001425829,0.00005004598,0.00007106723,0.00008258492],"domain_scores_gemma":[0.9993628,0.00003829189,0.000224624,0.00002188544,0.0001528001,0.0001996271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004397806,0.00001587166,0.9984416,0.000008477667,0.00003559177,0.00004139662,0.0001584466,0.00002215594,0.0000506404,0.0000172051,0.0001212402,0.001043363],"study_design_scores_gemma":[0.000003506007,0.000020618,0.9990864,0.00001699285,0.00001883924,0.00004296926,0.0005136444,0.00007582027,0.00001364215,0.00001478753,0.0001897863,0.000003092975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998776,0.000423067,0.00002188225,0.00009276929,0.000005862981,0.000004352711,0.000266864,0.000001367114,0.0004078535],"genre_scores_gemma":[0.9991217,0.0002834336,0.00003648559,0.00003453359,0.000005066921,0.00000393961,0.000232188,0.000001011762,0.0002816173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473555,"threshold_uncertainty_score":0.2964466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008287998838864432,"score_gpt":0.2321186822511378,"score_spread":0.2238306834122733,"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."}}