{"id":"W2339880150","doi":"10.1213/ane.0000000000001178","title":"Does Obstructive Sleep Apnea Influence Perioperative Outcome? A Qualitative Systematic Review for the Society of Anesthesia and Sleep Medicine Task Force on Preoperative Preparation of Patients with Sleep-Disordered Breathing","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Perioperative; Systematic review; Sleep apnea; Meta-analysis; Sleep medicine; Intensive care medicine; Internal medicine; Surgery; Sleep disorder; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03199048,0.001050332,0.005709644,0.01176852,0.001163356,0.002903553,0.001424464,0.001084123,0.003775028],"category_scores_gemma":[0.09897073,0.001081579,0.005925485,0.01152883,0.001309163,0.004100492,0.002559559,0.001234584,0.0001856965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008742987,"about_ca_system_score_gemma":0.02311853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137073,"about_ca_topic_score_gemma":0.03830553,"domain_scores_codex":[0.9756665,0.01274682,0.00792029,0.0009083172,0.002360037,0.0003980557],"domain_scores_gemma":[0.9317552,0.05501433,0.006698225,0.0007971779,0.005296608,0.0004385368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000176945,0.00002873538,0.003076094,0.9285383,0.006258829,0.0001892089,0.005802646,0.0001468228,0.0001839312,0.0009284455,0.001711856,0.05295831],"study_design_scores_gemma":[0.000186418,0.0001772626,0.005786594,0.9391563,0.0318858,0.0002825938,0.005887254,0.0001224426,0.0001876224,0.000698948,0.01556377,0.00006497687],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01093063,0.9778754,0.001214823,0.002671782,0.0002293756,0.004042959,0.001831357,0.00001503571,0.001188601],"genre_scores_gemma":[0.1058001,0.875897,0.006729024,0.001694824,0.00009247044,0.008586717,0.0008359085,0.00001430371,0.0003497174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03199048,"threshold_uncertainty_score":0.1691839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397669635572554,"score_gpt":0.3571960482755991,"score_spread":0.3332193519198736,"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."}}