{"id":"W4322768485","doi":"10.1093/geroni/igad019","title":"Testing the Webber’s Comprehensive Mobility Framework Using Self-Reported and Performance-Based Mobility Outcomes Among Community-Dwelling Older Adults in Nigeria","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Fear of falling; Balance (ability); Stairs; Psychology; Gait; Regression analysis; Preferred walking speed; Gerontology; Climb; Personal mobility; Medicine; Physical medicine and rehabilitation; Poison control; Injury prevention; Geography; Environmental health; Statistics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00446512,0.0002838068,0.000471595,0.0006258149,0.001891208,0.00003792976,0.0002300337,0.0002023913,0.00001152443],"category_scores_gemma":[0.003347014,0.0002368042,0.00002947071,0.004489475,0.0002069184,0.0002919605,0.0003633641,0.002374526,0.000007574755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927311,"about_ca_system_score_gemma":0.0001871379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672577,"about_ca_topic_score_gemma":0.002178938,"domain_scores_codex":[0.9958062,0.001191726,0.001623821,0.0004069555,0.0003221296,0.0006492174],"domain_scores_gemma":[0.9908494,0.007055424,0.0006581608,0.0006667976,0.000736372,0.00003383488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001108699,0.0001026819,0.9601206,0.000801546,0.00002749901,0.000003812869,0.03518523,0.00301305,0.00007532911,0.00001505401,0.00001181865,0.0006323216],"study_design_scores_gemma":[0.0008648476,0.00001447607,0.898167,0.003185238,0.0000102962,5.970682e-7,0.02270927,0.07445129,0.00002303686,0.0003676246,0.000006404799,0.0001999862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964623,0.00002028642,0.0003652357,0.0005688763,0.0005104073,0.001549331,0.00000475231,0.0004317687,0.00008697173],"genre_scores_gemma":[0.9970366,0.000006659663,0.001924699,0.0006565493,0.00005908437,0.0002503667,0.00001996323,0.00003741184,0.000008627316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07143824,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157624054175746,"score_gpt":0.4022071249776853,"score_spread":0.2864447195601107,"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."}}