{"id":"W3007925568","doi":"10.1002/lary.28589","title":"Success of Hypoglossal Nerve Stimulation Using Mandibular Advancement During Sleep Endoscopy","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Body mass index; Hypoglossal nerve; Apnea; Confidence interval; Anesthesia; Airway; Hypopnea; Tongue; Internal medicine","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":[0.0001908056,0.0001599078,0.0003200954,0.00006861588,0.0001322831,0.00001892024,0.0002049608,0.00005117021,0.0003866721],"category_scores_gemma":[0.0001222663,0.0001183422,0.00008174493,0.000400596,0.0001393207,0.0001699306,0.000198279,0.0002486825,0.00003661691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061326,"about_ca_system_score_gemma":0.00003131527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007990684,"about_ca_topic_score_gemma":0.000002126164,"domain_scores_codex":[0.9983802,0.0001069931,0.0003195262,0.0002750478,0.0005888939,0.0003293368],"domain_scores_gemma":[0.9991882,0.00006648114,0.0001236122,0.000323018,0.0001431443,0.0001555273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001525488,0.0001131173,0.09096248,0.0004514194,0.0002158676,0.00009177077,0.0006898241,0.004008575,0.9004138,0.0002478409,0.000007955914,0.001271914],"study_design_scores_gemma":[0.005586945,0.0006420985,0.1245589,0.0001416062,0.0002761398,0.00003726465,0.0002606021,0.08655829,0.7813478,0.00008569054,0.0002756632,0.0002290389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931131,0.0004988961,0.003417715,0.001627759,0.00009027807,0.000745256,0.00001312439,0.00004501749,0.0004488536],"genre_scores_gemma":[0.9969461,0.0000184212,0.002548947,0.0001457878,0.0002413715,0.00001189835,0.00001633834,0.00003626253,0.0000348848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190659,"threshold_uncertainty_score":0.4825856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706073440109078,"score_gpt":0.3192438449471172,"score_spread":0.2821831105460264,"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."}}