{"id":"W3004545818","doi":"10.1016/j.jshs.2020.02.002","title":"Walking-friendly built environments and objectively measured physical function in older adults","year":2020,"lang":"en","type":"article","venue":"Journal of sport and health science/Journal of Sport and Health Science","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Function (biology); Physical medicine and rehabilitation; Psychology; Gerontology; Medicine","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":[0.0004019279,0.0002136252,0.0002416513,0.0005202209,0.0002364152,0.0004287705,0.0001696327,0.0002138392,0.001192615],"category_scores_gemma":[0.001130595,0.0001042236,0.0002788066,0.0006876001,0.0001899326,0.0002609553,0.0003763863,0.0002689217,0.0001150453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491243,"about_ca_system_score_gemma":0.0001698784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004212828,"about_ca_topic_score_gemma":0.00976145,"domain_scores_codex":[0.9997795,0.00005135107,0.00004761942,0.00004014894,0.00004982132,0.00003155031],"domain_scores_gemma":[0.9989746,0.0000931827,0.0006267812,0.00004256839,0.0001237027,0.0001391801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002102895,0.00003061305,0.9983961,0.00002950464,0.00005024843,0.00002238962,0.00008601467,0.00002095799,0.00008344941,0.000008476116,0.00003419734,0.001216971],"study_design_scores_gemma":[7.962122e-7,0.00003006007,0.9997166,0.000006041844,0.00001465693,0.0000301378,0.00008428023,0.00002484519,0.00001441169,0.000007998528,0.00006918165,9.560024e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986833,0.0004735613,0.00008749733,0.00002936403,0.000004282319,0.00000646,0.0002941912,0.000002283642,0.000419008],"genre_scores_gemma":[0.9994216,0.0001684838,0.00009356205,0.00001633687,0.000005909774,0.000006831857,0.0002055833,6.099344e-7,0.00008104351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004212828,"threshold_uncertainty_score":0.008376598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129426014586688,"score_gpt":0.3419746848027042,"score_spread":0.3006804246568373,"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."}}