{"id":"W2057942763","doi":"10.1007/s40140-013-0039-0","title":"Perioperative Management of Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Delirium; Perioperative; Intensive care medicine; Anesthesia; Adverse effect; Sleep apnea; Pain medicine; Internal medicine","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":[0.0004816925,0.0002312508,0.0002448241,0.0003938053,0.0003949713,0.0007015831,0.0002824665,0.0003551219,0.001170289],"category_scores_gemma":[0.00228748,0.00006115931,0.0002586714,0.0002119353,0.0001562405,0.0004083638,0.0002822597,0.0009718674,0.0002865747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141451,"about_ca_system_score_gemma":0.0005614617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003870864,"about_ca_topic_score_gemma":0.0008073262,"domain_scores_codex":[0.9997067,0.00007209789,0.00005572542,0.00001590506,0.00009890155,0.00005065633],"domain_scores_gemma":[0.9995317,0.0001328032,0.0001016068,0.00001558613,0.0001218104,0.00009644291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006061763,0.0004688811,0.05854774,0.0008945276,0.0001957665,0.005331536,0.0004227027,0.0002346957,0.006867531,0.001597056,0.01162215,0.9132113],"study_design_scores_gemma":[0.0004818311,0.007985231,0.5980275,0.01043014,0.002072978,0.09244754,0.005691032,0.005047361,0.01948702,0.008174689,0.2500151,0.000139647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3487411,0.5171795,0.009451199,0.02310423,0.008676196,0.0001533584,0.0001367695,0.0001742193,0.09238344],"genre_scores_gemma":[0.8496498,0.1276463,0.005690469,0.003290253,0.01064997,0.0000788191,0.0002127789,0.00001927024,0.002762231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001170289,"threshold_uncertainty_score":0.003914952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428573644145557,"score_gpt":0.3067122866604962,"score_spread":0.2824265502190406,"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."}}