{"id":"W4409468646","doi":"10.1016/j.aggp.2025.100164","title":"Predictive value of self-prioritized mobility factors on gait speed and life space in older nigerians: A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics Plus","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; York University; McMaster University","funders":"Canada First Research Excellence Fund","keywords":"Nigerians; Cross-sectional study; Value (mathematics); Predictive value; Preferred walking speed; Medicine; Psychology; Physical medicine and rehabilitation; Statistics; Mathematics; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007118634,0.0002498426,0.0002915765,0.0005070248,0.0004001062,0.000489515,0.0002005537,0.0004564105,0.001068384],"category_scores_gemma":[0.002306281,0.0003373811,0.0003197198,0.0004964789,0.0001950246,0.0003986413,0.0003135779,0.0004040845,0.0001710539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890787,"about_ca_system_score_gemma":0.000262792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520729,"about_ca_topic_score_gemma":0.01045079,"domain_scores_codex":[0.9997874,0.00005335031,0.00004134132,0.00003929197,0.00003891532,0.00003969672],"domain_scores_gemma":[0.9989496,0.00030117,0.0003747945,0.00006095156,0.0001342327,0.0001793268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001659802,0.00004312876,0.9994667,0.000005745946,0.000008936541,0.00002512739,0.00007673428,0.000008291177,0.00002784621,0.000003632337,0.00001591248,0.0003012673],"study_design_scores_gemma":[0.000002501995,0.000106243,0.9991671,0.00001307546,0.0000130273,0.0001022308,0.0003967998,0.0001086958,0.00001302896,0.00000869559,0.00006653792,0.000002047346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996542,0.0000897561,0.00001759257,0.00001281584,0.000003120838,0.000006816134,0.0000753673,4.940002e-7,0.0001398611],"genre_scores_gemma":[0.9996632,0.00008742404,0.00005301353,0.00001289287,0.000003234787,0.000007880172,0.0001054613,4.374578e-7,0.00006642123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005520729,"threshold_uncertainty_score":0.01097721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311019856090441,"score_gpt":0.3467316407312464,"score_spread":0.323621442170342,"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."}}