{"id":"W4410457316","doi":"10.1016/j.jth.2025.102079","title":"Active mobility can mediate the association between the perceived environment and quality of life: a cross-sectional study in Brazil","year":2025,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; Fundação de Apoio à Pesquisa do Distrito Federal; Battelle","keywords":"Cross-sectional study; Association (psychology); Quality of life (healthcare); Environmental health; Psychology; Quality (philosophy); Gerontology; Medicine; Physics","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":[0.001194174,0.0004113433,0.0005255936,0.0008342639,0.0009026272,0.001141373,0.0006580647,0.0007626812,0.001639506],"category_scores_gemma":[0.004832996,0.0006058109,0.001098565,0.001088294,0.0007853298,0.0006511022,0.0009257443,0.0008726399,0.000149464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007360682,"about_ca_system_score_gemma":0.001280819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07647099,"about_ca_topic_score_gemma":0.1283171,"domain_scores_codex":[0.9991648,0.000292836,0.00007167787,0.0001706811,0.0001000937,0.0001999186],"domain_scores_gemma":[0.9975435,0.0008111397,0.0007827526,0.0001973515,0.0002553426,0.0004098963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003252603,0.0001105207,0.9966048,0.00002826577,0.0001246245,0.00007922425,0.001338668,0.00002532312,0.0001763497,0.0001332328,0.00005797929,0.001288448],"study_design_scores_gemma":[0.0000042912,0.00007200927,0.9974396,0.00004838935,0.00009345187,0.00009864933,0.001680788,0.0001539816,0.00003247669,0.0001034426,0.0002655935,0.00000721792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998099,0.0005894927,0.0001145622,0.0001609829,0.000009551008,0.00001368796,0.0001768703,0.000001935437,0.0008339523],"genre_scores_gemma":[0.9995134,0.0002143882,0.00007343589,0.00002255351,0.000003786237,0.000006882226,0.00005574536,0.000001517448,0.0001083051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07647099,"threshold_uncertainty_score":0.1520517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487821302690877,"score_gpt":0.3874250715615002,"score_spread":0.3425468585345914,"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."}}