{"id":"W4405961118","doi":"10.1093/geroni/igae098.1335","title":"EXPLORING FACTORS INFLUENCING WALKING ACTIVITY IN PEOPLE WITH DEMENTIA: A SPATIAL ANALYSIS IN METRO VANCOUVER","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Gerontology; Physical medicine and rehabilitation; Psychology; Geography; Transport engineering; Medicine; Engineering","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":[0.0003930606,0.0003154934,0.0004715628,0.001693937,0.002173612,0.001625413,0.0006250413,0.0002752607,0.00107472],"category_scores_gemma":[0.001620313,0.0002902593,0.0004735299,0.00409273,0.0005538643,0.0002672797,0.001476194,0.0003789036,0.000155204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310183,"about_ca_system_score_gemma":0.003957882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8816867,"about_ca_topic_score_gemma":0.9511862,"domain_scores_codex":[0.9995715,0.00008963313,0.00003892956,0.00007171813,0.0001135932,0.0001146434],"domain_scores_gemma":[0.999124,0.0001292316,0.0001292662,0.00004158831,0.0003957268,0.0001802269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003873898,0.00003070166,0.9884635,0.00005138566,0.00004035165,0.0001497338,0.003511894,0.0001453809,0.0002763437,0.00005515238,0.0001981726,0.007038705],"study_design_scores_gemma":[0.000002209999,0.00002366675,0.9793009,0.00004257778,0.00002019595,0.0001005035,0.01922313,0.0004427106,0.00004638399,0.00003401911,0.0007550904,0.000008690934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984382,0.0001602713,0.0001528195,0.00004175045,0.000003511483,0.00002262593,0.000369463,0.000003180251,0.0008082078],"genre_scores_gemma":[0.9989145,0.0001606788,0.0002642145,0.00001161369,0.000001692516,0.00001848246,0.0003080851,0.000001885259,0.0003189501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183133,"threshold_uncertainty_score":0.2380201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741039014087493,"score_gpt":0.3046745776077064,"score_spread":0.2572641874668315,"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."}}