{"id":"W2944053927","doi":"10.1016/j.jshs.2019.05.004","title":"Differences in transportation and leisure physical activity by neighborhood design controlling for residential choice","year":2019,"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":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Centrum för Miljövetenskaplig Forskning, Umeå Universitet; Japan Society for the Promotion of Science; Canadian Institutes of Health Research; Ministry of Education, Culture, Sports, Science and Technology; Florence University of the Arts","keywords":"Socioeconomic status; Recreation; Walkability; Destinations; Marital status; Odds; Demography; Odds ratio; Quality of life (healthcare); Psychology; Gerontology; Geography; Environmental health; Physical activity; Medicine; Logistic regression; Sociology; Tourism; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01412308,0.0002203056,0.001137167,0.0005995363,0.001295073,0.0002817889,0.0005985343,0.00008754795,0.000009428802],"category_scores_gemma":[0.000006172244,0.0001653722,0.0001082259,0.001094592,0.001697912,0.003231511,0.00001732034,0.0005468937,1.423688e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478123,"about_ca_system_score_gemma":0.006351795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001924449,"about_ca_topic_score_gemma":0.001077952,"domain_scores_codex":[0.9957319,0.000002734835,0.001282071,0.0004553609,0.001660015,0.0008679227],"domain_scores_gemma":[0.9958143,0.00001947815,0.00231682,0.0001143441,0.0006695905,0.001065422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002474314,0.0001710975,0.9919825,0.0001349463,0.000005092528,0.00000592679,0.004079395,0.000007510845,0.00008196603,0.0008988247,0.00003819264,0.002347072],"study_design_scores_gemma":[0.001577165,0.0009651979,0.99349,0.0002920045,0.00002061926,0.00001386827,0.001844012,0.0003168654,0.00008070283,0.0009105809,0.0003306979,0.0001582686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915022,0.001855135,0.0001316122,0.00519338,0.0006147238,0.0006657128,0.000002417366,0.000005670671,0.00002911136],"genre_scores_gemma":[0.9964886,0.002010621,0.0008770688,0.000203053,0.0003826406,0.000002142966,6.624534e-7,0.000007524423,0.00002770832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411691,"threshold_uncertainty_score":0.9992813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06232938617491758,"score_gpt":0.3824648205492425,"score_spread":0.320135434374325,"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."}}