{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007789742,0.0002776889,0.000552464,0.0001131833,0.001045641,0.000180757,0.0006942509,0.0001606978,0.0004008306],"category_scores_gemma":[0.001636758,0.000182698,0.0003063343,0.0001080757,0.0006599056,0.0003358037,0.0003209072,0.0004318109,0.0001179443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002524028,"about_ca_system_score_gemma":0.00008030821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009801,"about_ca_topic_score_gemma":0.00001007504,"domain_scores_codex":[0.9978315,0.0001192405,0.0003074636,0.0005220026,0.0005321762,0.0006876403],"domain_scores_gemma":[0.997045,0.0006385052,0.0002400479,0.001507463,0.0003564899,0.0002125324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008232871,0.002181809,0.2584751,0.002147058,0.01551352,0.0003927455,0.005098691,0.00002682152,0.3000676,0.007332225,0.02524518,0.3752864],"study_design_scores_gemma":[0.005057184,0.000648009,0.3840747,0.0002311482,0.003191948,0.000259059,0.0007073702,0.00151129,0.5561787,0.001918786,0.04545401,0.0007676954],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972813,0.00222499,0.0001915906,0.009807483,0.0009463897,0.001947255,0.0001175547,0.0001102268,0.01184153],"genre_scores_gemma":[0.9928409,0.00003977607,0.0008447045,0.0002237381,0.0009644651,0.0002529203,0.00002835727,0.00007862766,0.004726453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745187,"threshold_uncertainty_score":0.8042334,"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."}}