{"id":"W4210921185","doi":"10.1093/ageing/afac007","title":"Patient-related risk factors for in-hospital functional decline in older adults: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Medicine; Odds ratio; Meta-analysis; Confidence interval; Hypoalbuminemia; Dementia; Comorbidity; Delirium; Internal medicine; Pediatrics; Gerontology; Intensive care medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01432493,0.002788727,0.01970037,0.006107337,0.0006492027,0.00298745,0.002151586,0.002443925,0.003052269],"category_scores_gemma":[0.03749971,0.001523087,0.03671074,0.006488862,0.0006668405,0.001613921,0.001377555,0.001795278,0.0002381649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170316,"about_ca_system_score_gemma":0.004262554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011274,"about_ca_topic_score_gemma":0.01857429,"domain_scores_codex":[0.9918337,0.004099171,0.002255167,0.000684973,0.0008725392,0.0002544895],"domain_scores_gemma":[0.9791424,0.01500302,0.003686984,0.0004283228,0.001481293,0.0002578951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001717923,0.00004579593,0.00392209,0.4510782,0.5307328,0.0001415865,0.00009631099,0.0004604073,0.000126628,0.00008521377,0.0005037118,0.01108937],"study_design_scores_gemma":[0.0006179856,0.0003028557,0.003816199,0.03640113,0.9571559,0.0001327478,0.00005045665,0.0001868596,0.00008657495,0.000108853,0.001117452,0.00002301788],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004616337,0.9939878,0.0003379214,0.0001363378,0.0001008135,0.000351073,0.0002903599,0.00001507732,0.000164224],"genre_scores_gemma":[0.1257943,0.868975,0.002097298,0.0006171284,0.0001978595,0.001476988,0.000562116,0.00001482942,0.0002644096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01970037,"threshold_uncertainty_score":0.07575834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042466526770567,"score_gpt":0.3034337181684922,"score_spread":0.2630090529007866,"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."}}