{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005806983,0.0004564661,0.006187637,0.0005243569,0.00007564486,0.00002863093,0.00008256026,0.0001688891,0.0004543619],"category_scores_gemma":[0.001314828,0.0002994625,0.001406393,0.0009967518,0.00003117309,0.00008635657,0.0001321719,0.0005623751,0.000002471767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100887,"about_ca_system_score_gemma":0.00004419258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002678692,"about_ca_topic_score_gemma":0.0001959295,"domain_scores_codex":[0.9969268,0.0003431358,0.001549889,0.000618987,0.0003029967,0.0002582245],"domain_scores_gemma":[0.9976326,0.001132911,0.0007272831,0.0003659966,0.00004041494,0.0001008107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000005444498,0.000173248,0.0000513655,0.9354603,0.04369502,0.001268857,0.0007474954,0.000001519991,4.529758e-9,0.000003548907,0.0001184783,0.01847474],"study_design_scores_gemma":[0.0009267448,0.000220129,0.0003822825,0.1081837,0.8669682,0.00003635222,0.0002914595,0.0000342757,1.467133e-8,0.00001417777,0.02253059,0.0004120936],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005844178,0.9933614,0.00001816138,0.0001136337,0.00005781048,0.005632784,0.0001888616,0.00002228344,0.00002066516],"genre_scores_gemma":[0.001480198,0.9954386,0.00007211602,0.0002242549,0.00001253654,0.001436866,0.0009744836,0.00004429535,0.0003166674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8272766,"threshold_uncertainty_score":0.9999458,"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."}}