{"id":"W2565190877","doi":"10.1111/resp.12967","title":"Anaesthetic management of sleep‐disordered breathing in adults","year":2016,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Unconsciousness; Hypoventilation; Sedation; Arousal; Anesthesia; Breathing; Intensive care medicine; General anaesthesia; Sleep (system call); Respiratory system; Psychiatry; Neuroscience; Psychology","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":[0.0005191477,0.0005825898,0.001080139,0.002068514,0.0002177576,0.0006511916,0.000695949,0.0008573512,0.002747684],"category_scores_gemma":[0.001503341,0.0001518984,0.0007809548,0.001633555,0.0002949973,0.0007035282,0.0004370183,0.0007558981,0.0006339813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603886,"about_ca_system_score_gemma":0.0009153263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549681,"about_ca_topic_score_gemma":0.002792225,"domain_scores_codex":[0.9996723,0.0000736488,0.0001000441,0.00003750787,0.00009613194,0.00002028379],"domain_scores_gemma":[0.9995265,0.0002529089,0.0001315065,0.000008712067,0.00006056285,0.00001978876],"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":[0.00005803389,0.00005763578,0.000413564,0.06858324,0.0002150704,0.0002801984,0.000116611,0.0001382645,0.0004651517,0.0008527164,0.01139994,0.9174196],"study_design_scores_gemma":[0.0001116467,0.0003786887,0.01065694,0.1416064,0.001849263,0.01079345,0.0004602896,0.0002115233,0.000716744,0.002252559,0.8309103,0.00005223146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001188507,0.9994333,0.00002338115,0.00007305534,0.00004516766,0.000004699254,0.000008780316,0.000001764307,0.0002910074],"genre_scores_gemma":[0.001311929,0.9983327,0.00009431915,0.00007439481,0.00006217769,0.000005845765,0.00001456873,4.499686e-7,0.0001036762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002747684,"threshold_uncertainty_score":0.00919193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190614292072063,"score_gpt":0.3640714720252317,"score_spread":0.3321653291045111,"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."}}