{"id":"W4394977188","doi":"10.1093/sleep/zsae067.0609","title":"0609 Improved Sleep Quality with Expiratory Positive Airway Pressure Enhanced Mandibular Advancement Device in OSA","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Airway; Sleep (system call); Obstructive sleep apnea; Sleep quality; Positive airway pressure; Anesthesia; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002597279,0.0001357825,0.0003046359,0.0003610644,0.0002413566,0.0002561756,0.0001442702,0.0001888453,0.002921464],"category_scores_gemma":[0.0005232565,0.00007570763,0.0003021104,0.0004416805,0.0001205687,0.0001829445,0.0001935574,0.0002493571,0.0002122562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551356,"about_ca_system_score_gemma":0.0002356642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424696,"about_ca_topic_score_gemma":0.006653623,"domain_scores_codex":[0.999836,0.00003239707,0.00002353871,0.00002420891,0.00005351291,0.00003039618],"domain_scores_gemma":[0.9997979,0.00004097554,0.00007957767,0.00000732228,0.00002825524,0.00004601304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008583865,0.0002808312,0.9736717,0.00009567321,0.00007319664,0.001044057,0.0001330072,0.00004502407,0.002357381,0.00001967333,0.0002545033,0.02116649],"study_design_scores_gemma":[0.00001714611,0.0006947993,0.9979035,0.000009263658,0.00002489453,0.0008499616,0.00006876545,0.00006184928,0.0001007141,0.000004182161,0.0002626341,0.000002269969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978854,0.000497637,0.00004559602,0.00003837128,0.00001065209,0.00001692919,0.0002203054,0.000004405106,0.00128065],"genre_scores_gemma":[0.9989002,0.000227616,0.00007143086,0.00002672044,0.000009544636,0.000007729224,0.0001757074,8.99416e-7,0.0005802374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424696,"threshold_uncertainty_score":0.009773254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399209226277655,"score_gpt":0.3211031286924638,"score_spread":0.3071110364296873,"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."}}