{"id":"W3131944978","doi":"10.23736/s0375-9393.21.15163-6","title":"Risk factors of postoperative delirium after liver transplantation: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Minerva Anestesiologica","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Odds ratio; Perioperative; Confidence interval; Cochrane Library; Meta-analysis; Internal medicine; Hepatic encephalopathy; Transplantation; Surgery; Cirrhosis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003582897,0.0007556552,0.01340644,0.0003598878,0.00005088846,0.00001623071,0.0001443178,0.000383016,0.00125014],"category_scores_gemma":[0.007216712,0.0003942128,0.004525616,0.000982276,0.0001987888,0.00004993253,0.00004954059,0.0004216618,0.00001766629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003695356,"about_ca_system_score_gemma":0.000122301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000504846,"about_ca_topic_score_gemma":0.00001641786,"domain_scores_codex":[0.9957386,0.001636064,0.001369189,0.0007189591,0.0002856574,0.0002515432],"domain_scores_gemma":[0.9896109,0.001713357,0.0008841803,0.0005718901,0.007088732,0.0001309709],"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":[0.00001110375,0.00006420598,0.00002061022,0.8695593,0.128956,0.0008419284,0.0001853969,2.036314e-7,2.72931e-7,0.000005301472,0.0001831448,0.000172493],"study_design_scores_gemma":[0.00009869045,0.0002793804,0.00006157081,0.05613798,0.9396362,0.000401201,0.0003535748,0.000001315246,0.000001272131,6.302078e-7,0.002671485,0.0003567322],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006815081,0.9954914,0.00004171812,0.0001859903,0.00001659051,0.003245958,0.0007844743,0.0000227205,0.0001429612],"genre_scores_gemma":[0.0001974031,0.9883124,0.0001559508,0.008467127,0.000007572268,0.0006829447,0.001395914,0.00003668039,0.0007439697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8134214,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448814261759566,"score_gpt":0.3299046960811259,"score_spread":0.2554165534635303,"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."}}