{"id":"W3116626272","doi":"10.1093/geroni/igaa057.1540","title":"Urban Environmental Barriers and Facilities to Mobility and Participation for Older Mobility Device Users","year":2020,"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":"Université Laval; Simon Fraser University; University of British Columbia","funders":"","keywords":"Built environment; Photovoice; Audit; Aging in place; Psychology; Business; Applied psychology; Gerontology; Engineering; Medicine","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":[0.0006124096,0.0001468776,0.0002366287,0.0006605205,0.001669381,0.001367717,0.0005083748,0.0003675917,0.003399309],"category_scores_gemma":[0.002885196,0.0001475222,0.0002609817,0.0007668958,0.0008545077,0.0005885429,0.00190227,0.0003733789,0.0001281801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507758,"about_ca_system_score_gemma":0.00165366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1357617,"about_ca_topic_score_gemma":0.2427899,"domain_scores_codex":[0.9995092,0.0001552875,0.00003862052,0.00003762233,0.00008624223,0.0001730221],"domain_scores_gemma":[0.9987679,0.0003436063,0.0003233845,0.00003924494,0.0002425042,0.0002833481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001078124,0.000149262,0.9025545,0.0002167305,0.00003843549,0.0008429026,0.06949609,0.0002018644,0.0006537022,0.0006989851,0.0008083215,0.02423135],"study_design_scores_gemma":[0.000007968773,0.0001609045,0.8311253,0.0002498647,0.00003150104,0.0004283054,0.1630805,0.0003241875,0.0001245797,0.0002873904,0.004153498,0.00002589969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983576,0.0001495444,0.00006014951,0.0001363074,0.00000249381,0.00001064285,0.00006251953,0.000002169443,0.001218554],"genre_scores_gemma":[0.9996418,0.00008133316,0.00004190152,0.00001655105,0.000001144466,0.000007137765,0.00002287555,5.596053e-7,0.0001866074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357617,"threshold_uncertainty_score":0.2699429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991533982031749,"score_gpt":0.3155334337602301,"score_spread":0.2756180939399127,"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."}}