{"id":"W4366393654","doi":"10.1016/j.smrv.2023.101786","title":"The prevalence and risk factors of sleep disturbances in surgical patients: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; University of Ottawa; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; ResMed Foundation","keywords":"Medicine; Perioperative; Pittsburgh Sleep Quality Index; Meta-analysis; Sleep disorder; Delirium; Confidence interval; Population; Anxiety; Sleep (system call); Physical therapy; Surgery; Insomnia; Internal medicine; Psychiatry; Sleep quality","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005228266,0.0008429535,0.01547457,0.0004596027,0.0001232985,0.00001630147,0.0006373325,0.0003438816,0.000418967],"category_scores_gemma":[0.002451344,0.0003310169,0.002232175,0.002749463,0.0005468489,0.00005253414,0.0001392263,0.0007771815,0.00005683817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767289,"about_ca_system_score_gemma":0.00001555901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543633,"about_ca_topic_score_gemma":0.0001177641,"domain_scores_codex":[0.9889497,0.005036164,0.004166462,0.0009130297,0.0004935716,0.00044113],"domain_scores_gemma":[0.991415,0.003567391,0.003424459,0.001328683,0.00008981158,0.0001746301],"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":[0.000002236303,0.00007376628,0.000453754,0.8343339,0.1264702,0.000006932009,0.0002894367,5.672977e-8,6.463856e-11,0.00007989864,0.0004406634,0.0378492],"study_design_scores_gemma":[0.0002266017,0.0000763049,0.00005391495,0.07809564,0.7031849,0.000005588754,0.00005890649,7.518647e-7,3.232516e-10,0.00001228261,0.2180545,0.0002305839],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007038894,0.9913306,0.000002648057,0.0000872204,0.0002304702,0.007812758,0.000104734,0.0000252569,0.0003992515],"genre_scores_gemma":[0.000004853219,0.9971284,0.000002677043,0.00004179707,0.00002552348,0.001691078,0.00007801633,0.00004972513,0.0009778991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7562383,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08353479096847598,"score_gpt":0.3849995837988605,"score_spread":0.3014647928303845,"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."}}