{"id":"W3210985004","doi":"10.3389/fpsyt.2021.772387","title":"Risk Factors for Delirium in the Palliative Care Population: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; Delirium; Palliative care; Odds ratio; Population; Meta-analysis; Cochrane Library; Observational study; Internal medicine; MEDLINE; Retrospective cohort study; Intensive care medicine; Environmental health","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":[0.01421246,0.003188094,0.02155039,0.007522533,0.0007724285,0.003367706,0.002187582,0.002230813,0.002944842],"category_scores_gemma":[0.03647292,0.001682885,0.04217768,0.006950427,0.0007079617,0.001718719,0.001691068,0.001836494,0.0002434006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762289,"about_ca_system_score_gemma":0.004771734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005886597,"about_ca_topic_score_gemma":0.01295026,"domain_scores_codex":[0.9901484,0.004354133,0.003108873,0.0009059681,0.001194817,0.0002876154],"domain_scores_gemma":[0.9783854,0.01494203,0.004015449,0.0005575737,0.001841211,0.0002584244],"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":[0.001229982,0.00003634965,0.004060974,0.4883682,0.4938159,0.0001306461,0.00008602966,0.0004952896,0.0001547223,0.0001001909,0.0004879503,0.01103386],"study_design_scores_gemma":[0.0003912592,0.0002135279,0.003455595,0.03901079,0.955161,0.000130963,0.00004376629,0.0001868795,0.00008447428,0.000124542,0.001172492,0.00002467794],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003399024,0.9952636,0.0003745924,0.0001522611,0.0001158116,0.0002678778,0.0002858656,0.00001659546,0.0001243614],"genre_scores_gemma":[0.1067627,0.8879372,0.002316753,0.0006037984,0.0002602659,0.001283115,0.0006084866,0.00001951372,0.0002080753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02155039,"threshold_uncertainty_score":0.07516354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05577118746160077,"score_gpt":0.3690788680255764,"score_spread":0.3133076805639757,"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."}}