{"id":"W4295781577","doi":"10.21203/rs.3.rs-1991044/v1","title":"Frailty Index and its association with the onset of postoperative delirium in older adults undergoing elective surgery","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Gemeinsame Bundesausschuss; Albert-Ludwigs-Universität Freiburg; University of Connecticut","keywords":"Medicine; Frailty Index; Delirium; Incidence (geometry); Odds ratio; Logistic regression; Elective surgery; Orthopedic surgery; Internal medicine; Surgery; Physical therapy; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00115505,0.0002850591,0.0004220274,0.0008376968,0.0003181345,0.0006215119,0.0003321923,0.0004393849,0.00211158],"category_scores_gemma":[0.005603055,0.0001827844,0.0008562242,0.0007684899,0.0002393626,0.0003840656,0.0007704477,0.0008910058,0.0001779376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013981,"about_ca_system_score_gemma":0.0003228253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002694019,"about_ca_topic_score_gemma":0.00317369,"domain_scores_codex":[0.9994566,0.0001416137,0.0001223761,0.00008992865,0.0000974137,0.00009199664],"domain_scores_gemma":[0.9952412,0.0008858647,0.002623854,0.0001874911,0.0003543161,0.000707285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002178954,0.00002282337,0.9983272,0.00003114213,0.00008800581,0.00002262322,0.0000273636,0.00002369541,0.00007645778,0.000007207428,0.00004734558,0.001108168],"study_design_scores_gemma":[0.000005024687,0.000108271,0.9995497,0.00001468998,0.00003299674,0.00005633001,0.00004373335,0.0001019834,0.0000168367,0.00001729495,0.00005012638,0.000003027231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984081,0.0009786722,0.00006938926,0.00006080523,0.000010532,0.00000588875,0.0002512957,0.000002197712,0.0002132034],"genre_scores_gemma":[0.9995071,0.0001447894,0.00005959307,0.00001689012,0.00001479927,0.000005254656,0.0001968916,8.491648e-7,0.0000538339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002694019,"threshold_uncertainty_score":0.007063925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338464198358107,"score_gpt":0.3636897778882808,"score_spread":0.3203051359046997,"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."}}