{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105363,0.000269951,0.0003485431,0.0002762229,0.0001956663,0.0002724727,0.0002652837,0.0002936849,0.0009573241],"category_scores_gemma":[0.002812141,0.00006472885,0.0005001216,0.0001598383,0.0003421972,0.0002713318,0.0004014758,0.0002398757,0.0001305396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239243,"about_ca_system_score_gemma":0.0003851918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000545248,"about_ca_topic_score_gemma":0.001100775,"domain_scores_codex":[0.9995468,0.0001114864,0.00004844096,0.00005347871,0.0001747776,0.0000648832],"domain_scores_gemma":[0.9990836,0.0004190875,0.0002450465,0.00006953029,0.00007251219,0.0001101941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009186324,0.001359918,0.70788,0.0005019953,0.0005113907,0.004309844,0.0004590437,0.0008849768,0.05378727,0.0001630593,0.000497827,0.2204584],"study_design_scores_gemma":[0.0002044564,0.01135579,0.9698302,0.00009567867,0.0002443508,0.006990578,0.0003326588,0.001031523,0.008323723,0.00005049823,0.001524625,0.00001595426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980263,0.0007482157,0.0002869502,0.00004746325,0.00002016829,0.00003821604,0.00002366287,0.00001057248,0.0007983672],"genre_scores_gemma":[0.9994577,0.0001715768,0.0002086396,0.0000161968,0.00002430765,0.000009558081,0.00003533926,0.000001537793,0.00007523407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00105363,"threshold_uncertainty_score":0.0055722,"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."}}