{"id":"W4378611363","doi":"10.1093/sleep/zsad077.0530","title":"0530 Efficacy of obstructive sleep apnea treatment by a unique oral appliance and effect of concurrent myofunctional and CPAP therapy","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Oral appliance; Apnea; Anesthesia; Hypopnea; Polysomnography; Physical therapy","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":[0.0002459627,0.0002469322,0.0005697904,0.0001689489,0.0000612431,0.00000929349,0.0000707487,0.0001011618,0.00007640241],"category_scores_gemma":[0.00009900742,0.000183764,0.00009970955,0.0004042788,0.0004958392,0.00005870883,0.00006817537,0.0001648177,0.00001050706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104197,"about_ca_system_score_gemma":0.00002186909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006932644,"about_ca_topic_score_gemma":0.000002551297,"domain_scores_codex":[0.99844,0.0001545401,0.0002847188,0.0004107747,0.0004054089,0.0003045519],"domain_scores_gemma":[0.9988863,0.0004423686,0.0001183069,0.0002471207,0.0001319094,0.0001740049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002719564,0.0003972605,0.1923063,0.0003375995,0.0008511618,0.00002319933,0.0006933813,0.00001362938,0.09065969,0.0004610606,0.0001133156,0.7114238],"study_design_scores_gemma":[0.02951499,0.00998981,0.6441504,0.0001039736,0.0003206714,0.00006174005,0.0003600527,0.005067206,0.3068618,0.0002156055,0.002963513,0.0003902804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961597,0.001693753,0.000181193,0.0001717623,0.0001498205,0.001258745,0.0001129732,0.00004885592,0.0002231629],"genre_scores_gemma":[0.9991778,0.0002690347,0.0001306391,0.00001355017,0.00005476877,0.0001244868,0.00008784315,0.00003059861,0.0001112634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7110335,"threshold_uncertainty_score":0.7493678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096248945427629,"score_gpt":0.3179411068236382,"score_spread":0.2969786173693619,"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."}}