{"id":"W2749475778","doi":"10.1002/lary.26759","title":"Upper airway surgery for obstructive sleep apnea reduces blood pressure","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Body mass index; Septoplasty; Anesthesia; Respiratory disturbance index; Prospective cohort study; Airway; Oxygen saturation; Apnea; Diastole; Sleep apnea; Surgery; Internal medicine; Polysomnography; Nose; Oxygen","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":[0.0002877473,0.0002165746,0.0002661734,0.0002234447,0.0001928129,0.0002625255,0.0001912459,0.0003994882,0.00171727],"category_scores_gemma":[0.001386827,0.0001165572,0.0002842541,0.0002018864,0.0002426077,0.0001944181,0.0001361721,0.0003826571,0.0002348542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008916796,"about_ca_system_score_gemma":0.000180468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003386652,"about_ca_topic_score_gemma":0.0005936552,"domain_scores_codex":[0.9998285,0.00004483011,0.00001417541,0.00002005084,0.00005368471,0.00003882358],"domain_scores_gemma":[0.9990042,0.0003180926,0.0004683624,0.00002936775,0.00006215753,0.0001178575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001399012,0.000921858,0.9664332,0.00009876327,0.0001486472,0.0007475757,0.00004797916,0.00007201714,0.007114826,0.00001456965,0.000313429,0.02268812],"study_design_scores_gemma":[0.00008598455,0.003251832,0.9937128,0.00001531808,0.00008275917,0.001773582,0.00007187225,0.0001357423,0.0005710568,0.000009281152,0.0002866384,0.000002995157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987798,0.0007122018,0.00005249313,0.00005697228,0.00002167135,0.000008235203,0.00002497447,0.000004113423,0.0003394183],"genre_scores_gemma":[0.9989465,0.0004702805,0.0001375722,0.00008773014,0.0001030212,0.00001080516,0.00009927636,0.000001237829,0.0001435617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00171727,"threshold_uncertainty_score":0.005744815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923538429862112,"score_gpt":0.3105169442551298,"score_spread":0.2812815599565087,"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."}}