{"id":"W2083537447","doi":"10.1213/ane.0000000000000067","title":"Postoperative Complications Associated with Obstructive Sleep Apnea","year":2014,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Sleep medicine; Observational study; Hypoxemia; Airway; Hypercapnia; Anesthesia; Intensive care medicine; Emergency medicine; Physical therapy; Sleep disorder; Internal medicine; Cardiorespiratory fitness; 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":[0.001222498,0.000242722,0.0004656749,0.0009680046,0.0005428924,0.0009214262,0.000313699,0.0002637662,0.002829903],"category_scores_gemma":[0.01290635,0.0001109801,0.000686523,0.002314892,0.0002665681,0.0004840959,0.0008010093,0.0009787794,0.000187631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653195,"about_ca_system_score_gemma":0.00129067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261075,"about_ca_topic_score_gemma":0.003296391,"domain_scores_codex":[0.9976959,0.0003841381,0.0008279036,0.0001553385,0.0006743408,0.0002623326],"domain_scores_gemma":[0.9904123,0.002737962,0.004753894,0.0004322231,0.001059885,0.000603729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126981,0.00007821397,0.9476411,0.0006954508,0.0004593242,0.001109871,0.0001663388,0.0001213334,0.0001133506,0.0002581511,0.002269356,0.04677485],"study_design_scores_gemma":[0.0000373425,0.0001766589,0.9857138,0.0007366693,0.0004026453,0.006542225,0.0003707627,0.0005073107,0.0001717797,0.0004915856,0.004820792,0.0000284902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9159612,0.05350973,0.002727373,0.002063466,0.0008785451,0.0004925398,0.007037919,0.00009939554,0.01722986],"genre_scores_gemma":[0.9840878,0.01058608,0.0009767869,0.0005928698,0.0005107563,0.0001429607,0.002662462,0.00001933401,0.0004209123],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002829903,"threshold_uncertainty_score":0.009467006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190137961499386,"score_gpt":0.2733777207864312,"score_spread":0.2514763411714373,"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."}}