{"id":"W4282971612","doi":"10.1093/bjs/znac197","title":"Factors influencing resilience to postoperative delirium in adults undergoing elective orthopaedic surgery","year":2022,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Olav Thon Stiftelsen; Siemens Healthineers; UK Dementia Research Institute; Vetenskapsrådet; Hjärnfonden; Eisai; Queen's University; Alzheimer’s Research UK; Queen's University Belfast; European Commission; British Heart Foundation; University College London; National Institute for Health and Care Research; Alzheimer's Drug Discovery Foundation; Brain Research UK; Stiftelsen för Gamla Tjänarinnor; Familjen Erling-Perssons Stiftelse; Medical Research Council; Biogen; Research for Patient Benefit Programme; Department for the Economy; Weston Brain Institute; Alzheimer's Association","keywords":"Medicine; Delirium; Anticholinergic; Odds ratio; Physical therapy; Test (biology); Rehabilitation; Comorbidity; Anesthesia; Surgery; Internal medicine; 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":[0.0007472044,0.0002964524,0.0004087885,0.0005909497,0.0006024184,0.0006591012,0.0004033844,0.000544199,0.001731705],"category_scores_gemma":[0.0048177,0.0003072289,0.000450269,0.0006879767,0.0003760402,0.000677253,0.0009810162,0.0009560643,0.0002680417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101761,"about_ca_system_score_gemma":0.0004862626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936787,"about_ca_topic_score_gemma":0.00836758,"domain_scores_codex":[0.9995798,0.00008227918,0.00006490187,0.00008695546,0.00007246613,0.0001135389],"domain_scores_gemma":[0.9989312,0.0001421609,0.0005261791,0.00005658021,0.0001008134,0.0002429421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000177569,0.0001215068,0.9963914,0.00005206985,0.00005092651,0.0001095485,0.000698543,0.00002512465,0.00012994,0.00003207202,0.0001959925,0.002015325],"study_design_scores_gemma":[0.000007064112,0.0002239898,0.9986085,0.00003124225,0.00001686023,0.0001457748,0.0006480156,0.00007739708,0.00001092492,0.00005565067,0.0001668163,0.00000775914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986569,0.0005679876,0.000058687,0.0001152555,0.00001765272,0.00002667511,0.0002304802,0.000001764686,0.0003246837],"genre_scores_gemma":[0.9992163,0.0002868611,0.00009744156,0.0000710067,0.00001764977,0.00002713705,0.0001924139,0.000001063454,0.00009018457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936787,"threshold_uncertainty_score":0.01180446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262875688122569,"score_gpt":0.2594923465557064,"score_spread":0.2368635896744807,"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."}}