{"id":"W4411919847","doi":"10.1053/j.ajkd.2025.06.003","title":"Effectiveness of Inpatient Rehabilitation for Older Adults Soon After Dialysis Initiation to Improve Health Outcomes","year":2025,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parkwood Institute; Western University; London Health Sciences Centre; Lawson Health Research Institute; University Health Network","funders":"Schulich School of Medicine and Dentistry, Western University; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute; Ministry of Health, Ontario","keywords":"Medicine; Rehabilitation; Dialysis; Intensive care medicine; MEDLINE; Physical therapy; Gerontology; 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":[0.00161125,0.0004516975,0.001172899,0.0003911213,0.0006644046,0.0007911074,0.0005289576,0.0007569589,0.002848459],"category_scores_gemma":[0.008472672,0.0001835366,0.002096002,0.0003560063,0.0002117953,0.0008656526,0.001037141,0.001276198,0.0001750438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134726,"about_ca_system_score_gemma":0.00366136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00772914,"about_ca_topic_score_gemma":0.01847678,"domain_scores_codex":[0.9988531,0.0004540366,0.0001259227,0.0001002204,0.000132913,0.0003337355],"domain_scores_gemma":[0.9968807,0.0009054157,0.0006175535,0.0001300064,0.0002366793,0.001229665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05921647,0.04872461,0.3465021,0.002101624,0.003978389,0.0002400802,0.0006294906,0.002502679,0.0008282318,0.0008635683,0.007711397,0.5267013],"study_design_scores_gemma":[0.006871484,0.02173335,0.9597566,0.00145253,0.003231062,0.0001686296,0.0007340683,0.002665642,0.0004603221,0.0008281136,0.002042578,0.00005563147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987604,0.004943398,0.0001664176,0.001875265,0.0002729867,0.0001972953,0.0004319497,0.00002735267,0.004481347],"genre_scores_gemma":[0.9969929,0.001138448,0.0003908283,0.0005416045,0.0001566869,0.00009738993,0.0003480519,0.00000376086,0.000330304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00772914,"threshold_uncertainty_score":0.01536828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002981910327975527,"score_gpt":0.2856019134500291,"score_spread":0.2826200031220535,"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."}}