{"id":"W4410502515","doi":"10.1093/sleep/zsaf090.0795","title":"0795 Novel Oral Appliance Therapy with Positive Expiratory Pressure Valve Successfully Treated Patients with Severe Obstructive Sleep Apnea (OSA)","year":2025,"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":"Obstructive sleep apnea; Medicine; Oral appliance; Continuous positive airway pressure; Cardiology; Sleep (system call); Internal medicine; Anesthesia; Sleep apnea; Apnea; Positive pressure","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":[0.0002865116,0.0003334637,0.001105591,0.0001932609,0.0002550969,0.0002180796,0.000200579,0.0002943899,0.001268361],"category_scores_gemma":[0.0002158325,0.000104168,0.0006877532,0.0001526047,0.0002071583,0.0002325562,0.0002498178,0.0006035287,0.0001659017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290176,"about_ca_system_score_gemma":0.0003630395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003456599,"about_ca_topic_score_gemma":0.0008500135,"domain_scores_codex":[0.9998717,0.00003308083,0.0000172947,0.00002852799,0.0000240491,0.00002528872],"domain_scores_gemma":[0.9999104,0.00001826882,0.00001552372,0.000007939773,0.000009019262,0.0000389272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1927636,0.05913093,0.06824934,0.00266776,0.001551979,0.004883901,0.0006997591,0.001221793,0.1826394,0.0004302309,0.002309479,0.4834517],"study_design_scores_gemma":[0.02682048,0.7752367,0.1715489,0.0001577968,0.0008433307,0.002342514,0.0003553249,0.002243676,0.01252859,0.0001381413,0.00772758,0.00005685518],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973699,0.001435164,0.0002154658,0.00004987322,0.00006014997,0.0001837185,0.00007427997,0.0000100749,0.0006013317],"genre_scores_gemma":[0.9963575,0.001136351,0.0008373139,0.0001927042,0.0001038692,0.0002813411,0.0001952344,0.000003210167,0.0008924384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268361,"threshold_uncertainty_score":0.004243076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018788767367698,"score_gpt":0.2608713122615234,"score_spread":0.2506834245878465,"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."}}