{"id":"W2604488239","doi":"10.1136/bmjopen-2016-013889","title":"Association between neighbourhood walkability and metabolic risk factors influenced by physical activity: a cross-sectional study of adults in Toronto, Canada","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Walkability; Cross-sectional study; Neighbourhood (mathematics); Environmental health; Physical activity; Gerontology; Association (psychology); Public health; Epidemiology; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003777504,0.0004088174,0.000474628,0.0006329173,0.001806263,0.0008916228,0.0006887636,0.0003907838,0.001737821],"category_scores_gemma":[0.001163898,0.0004066791,0.00055787,0.002446176,0.0005397414,0.00030648,0.0007069023,0.0004532609,0.0002205311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082012,"about_ca_system_score_gemma":0.008196402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858073,"about_ca_topic_score_gemma":0.9915803,"domain_scores_codex":[0.999472,0.00004540877,0.00004825227,0.0001144958,0.0001663734,0.0001535453],"domain_scores_gemma":[0.9987941,0.00005968777,0.0003002754,0.00004811866,0.0004029991,0.0003948028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005169156,0.00001872519,0.9976743,0.00003392127,0.00005137526,0.00006822649,0.0005042048,0.00005637595,0.000149114,0.00002219396,0.0004952953,0.0008746405],"study_design_scores_gemma":[0.000003713237,0.00001444952,0.999352,0.00001257423,0.00001281799,0.00002352061,0.0003047574,0.00007710191,0.00001179372,0.000004363636,0.0001798866,0.000002911758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932287,0.0007216287,0.0001243523,0.0001664846,0.00001242349,0.00004245306,0.004739217,0.000008319428,0.0009562946],"genre_scores_gemma":[0.9977319,0.0003043399,0.0001081772,0.00006843655,0.000005851324,0.00001681899,0.001267918,0.000002427568,0.0004942303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141927,"threshold_uncertainty_score":0.07850581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420172462909506,"score_gpt":0.4082750331654979,"score_spread":0.3662577868745473,"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."}}