{"id":"W2914040223","doi":"10.1136/jech-2018-210510","title":"Neighbourhood walkability and the incidence of diabetes: an inverse probability of treatment weighting analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":39,"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","keywords":"Walkability; Medicine; Incidence (geometry); Neighbourhood (mathematics); Demography; Gerontology; Environmental health; Physical activity; Physical therapy","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":[0.02094423,0.0007894987,0.001502193,0.00221799,0.0007659748,0.001114097,0.002313575,0.001011757,0.002757533],"category_scores_gemma":[0.06356314,0.0005904881,0.005160678,0.002915105,0.00122742,0.0009471127,0.002403508,0.001948466,0.0002233448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878284,"about_ca_system_score_gemma":0.001678386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07703303,"about_ca_topic_score_gemma":0.02518255,"domain_scores_codex":[0.9745166,0.01878842,0.001075854,0.002540559,0.002259295,0.0008192153],"domain_scores_gemma":[0.9758626,0.01310998,0.00455778,0.003923052,0.001977162,0.0005694281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003876826,0.0003088622,0.9263271,0.0003882848,0.009813679,0.0002330248,0.0006678707,0.01362075,0.0003049528,0.003091158,0.002509628,0.03885782],"study_design_scores_gemma":[0.001098443,0.001817371,0.6749085,0.0003210762,0.008152992,0.0006898921,0.0008699037,0.2941803,0.0004734932,0.01137786,0.005901377,0.0002088058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217694,0.001882695,0.07055051,0.0005603683,0.0001732872,0.001265844,0.001859723,0.0001195874,0.001818533],"genre_scores_gemma":[0.9858763,0.0001904718,0.01180303,0.00007007449,0.00002952817,0.0005212353,0.0009315403,0.00002388534,0.0005539971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703303,"threshold_uncertainty_score":0.1531693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970939513712247,"score_gpt":0.3890370550932222,"score_spread":0.3093276599560997,"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."}}