{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004888057,0.0003567945,0.002104155,0.000933225,0.00002075231,0.000003650729,0.0003526669,0.0004885403,0.0002872769],"category_scores_gemma":[0.00008373866,0.0002509977,0.0003761999,0.0005124727,0.0002373071,0.00003019216,0.000280194,0.0005230466,0.0002349133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518873,"about_ca_system_score_gemma":0.00006481756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004042557,"about_ca_topic_score_gemma":0.00001181883,"domain_scores_codex":[0.9971297,0.0004029735,0.0008776222,0.0006365321,0.0003641506,0.0005889827],"domain_scores_gemma":[0.9984823,0.00017561,0.0003065834,0.0008343604,0.00007624549,0.0001249225],"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":[0.0001690544,0.000126739,0.0001424836,0.03226603,0.0002804331,0.0007676618,0.00003842085,1.095531e-7,7.72335e-7,0.0009034524,0.00001039351,0.9652944],"study_design_scores_gemma":[0.003847894,0.0008879052,0.001203222,0.0401759,0.0005906803,0.0003479811,0.00003014317,0.00001403789,0.000001695092,0.0003049748,0.9522664,0.0003291695],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008190076,0.9921258,0.00003757092,0.000199837,0.0001208791,0.00168815,0.00002032159,0.00002701021,0.004961391],"genre_scores_gemma":[0.0006530755,0.9983581,0.0003300804,0.00002266289,0.00006154884,0.0001885165,0.00002815031,0.00007505192,0.0002828659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9649653,"threshold_uncertainty_score":0.9999942,"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."}}