{"id":"W2208553255","doi":"10.1002/bjs.10062","title":"Systematic review and meta-analysis of risk factors for postoperative delirium among older patients undergoing gastrointestinal surgery","year":2015,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Perioperative; Odds ratio; Meta-analysis; Population; CINAHL; Risk factor; Body mass index; Incidence (geometry); Surgery; Internal medicine; Intensive care medicine; Psychiatry; Psychological intervention","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":[0.01190575,0.002380413,0.01683336,0.008080588,0.000735466,0.002940068,0.002005512,0.002145838,0.003280488],"category_scores_gemma":[0.03951314,0.001251225,0.0284402,0.008041133,0.00064172,0.001504023,0.001390882,0.001547301,0.0002572357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002863863,"about_ca_system_score_gemma":0.004918824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555997,"about_ca_topic_score_gemma":0.01538548,"domain_scores_codex":[0.9891795,0.004967239,0.003508027,0.0009598327,0.00111375,0.0002717475],"domain_scores_gemma":[0.974814,0.01821272,0.004507192,0.0005706064,0.001635029,0.0002604094],"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":[0.001181854,0.00002501989,0.004157042,0.5674138,0.4141053,0.0001393632,0.00008519586,0.0004468082,0.0001340458,0.0001025846,0.000644692,0.01156429],"study_design_scores_gemma":[0.0004748595,0.0002559182,0.005728451,0.05798462,0.9328051,0.0001541846,0.00006052663,0.0001940576,0.00009278861,0.0001810769,0.002042025,0.00002643996],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004283412,0.9940364,0.0003354746,0.0001612643,0.0001267179,0.0003027902,0.0005434608,0.00001655675,0.000193845],"genre_scores_gemma":[0.1284866,0.8657675,0.002137495,0.0006186617,0.0002426264,0.001568208,0.0009300179,0.00001905291,0.0002297577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01683336,"threshold_uncertainty_score":0.06296432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08906731247144958,"score_gpt":0.3250169178071713,"score_spread":0.2359496053357218,"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."}}