{"id":"W4408082141","doi":"10.1186/s43166-025-00310-y","title":"Cognitive frailty and falls among Egyptian older adults with rheumatoid arthritis","year":2025,"lang":"en","type":"article","venue":"Egyptian Rheumatology and Rehabilitation","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Rheumatoid arthritis; Medicine; Gerontology; Older people; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003537871,0.0003025207,0.0006445486,0.0003701592,0.0002514398,0.00003971584,0.00006192042,0.0003364407,0.00005857453],"category_scores_gemma":[0.001899749,0.0002509341,0.00007129165,0.000270802,0.001286021,0.0002713209,0.00006008811,0.0003424443,0.00001631779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004443491,"about_ca_system_score_gemma":0.0001694214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000274135,"about_ca_topic_score_gemma":0.0004618513,"domain_scores_codex":[0.9981251,0.0002339476,0.0004448689,0.0006645211,0.0001823133,0.0003492033],"domain_scores_gemma":[0.9960846,0.003034711,0.000151424,0.0002766744,0.0002214655,0.0002311359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001367093,0.0001832441,0.9586084,0.001809536,0.0002107643,0.00004753267,0.00815066,0.000001321741,0.00003804094,0.003430648,0.0006711097,0.02548161],"study_design_scores_gemma":[0.009861253,0.001112439,0.9718991,0.009721213,0.00006659822,0.0003361923,0.005206539,0.0002040237,0.0001047294,0.001000819,0.0001998592,0.0002872692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867179,0.002972443,0.00100963,0.006552461,0.0001615665,0.001648923,0.00001160591,0.0001479957,0.0007774526],"genre_scores_gemma":[0.9958232,0.0009717058,0.002222143,0.0005545227,0.000008203735,0.000177192,0.00005781739,0.00002686501,0.0001583687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519434,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003220609262067191,"score_gpt":0.2540303808183245,"score_spread":0.2508097715562573,"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."}}