{"id":"W4405960912","doi":"10.1093/geroni/igae098.1336","title":"FOSTERING DEMENTIA INCLUSIVE NEIGHBORHOODS: A GIS ANALYSIS OF NEIGHBORHOOD WALKABILITY FOR PERSONS WITH DEMENTIA","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":"Positive Living North; University of Northern British Columbia","funders":"","keywords":"Walkability; Dementia; Environmental health; Geography; Gerontology; Psychology; Medicine; Physical medicine and rehabilitation","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":[0.0005062124,0.0002721832,0.0002721588,0.002830716,0.001029828,0.001601471,0.0003675848,0.0002687533,0.001892365],"category_scores_gemma":[0.002374177,0.0001471105,0.0005175504,0.003286589,0.000367595,0.0008274615,0.001357257,0.000271219,0.0001857569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089945,"about_ca_system_score_gemma":0.00110966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04378023,"about_ca_topic_score_gemma":0.09002793,"domain_scores_codex":[0.9997002,0.0001188713,0.00003250333,0.0000315383,0.00006662639,0.00005023955],"domain_scores_gemma":[0.9993021,0.0002564131,0.0001216252,0.00004231448,0.0001948691,0.00008263404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717244,0.0003953895,0.836642,0.0006314949,0.0001589744,0.001372713,0.06987242,0.003371337,0.001134927,0.003429309,0.003738976,0.07898078],"study_design_scores_gemma":[0.00001383084,0.0002669151,0.6827521,0.0002759978,0.0001417648,0.0005902263,0.2956311,0.00712601,0.0005376994,0.002167985,0.01044335,0.00005310401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939329,0.0001298437,0.001016737,0.0002351525,0.000005866706,0.00009005581,0.001151266,0.00003125479,0.003406789],"genre_scores_gemma":[0.9946429,0.0001564308,0.003691513,0.00001397558,0.000002696666,0.00007940479,0.0009087826,0.000005698018,0.0004986296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04378023,"threshold_uncertainty_score":0.0870508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141931946992779,"score_gpt":0.3405607946900891,"score_spread":0.3091414752201613,"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."}}