{"id":"W4407688449","doi":"10.1513/annalsats.202408-889oc","title":"Exploring the Dose–Response Relationship Between Mandibular Protrusion and Respiratory Effort Burden in Oral Appliance Therapy for Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Agence Nationale de la Recherche","keywords":"Medicine; Respiratory system; Dentistry; Oral appliance; Physical therapy; Intensive care medicine; Internal medicine; Obstructive sleep apnea","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":[0.004046494,0.0003470136,0.0004719871,0.0003148573,0.0002090588,0.0003535924,0.000355564,0.0004691603,0.001270197],"category_scores_gemma":[0.006504057,0.0002500816,0.0007808257,0.0003138393,0.0003314852,0.0002828675,0.0003802082,0.0006852653,0.0001861153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281533,"about_ca_system_score_gemma":0.0002633498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003619615,"about_ca_topic_score_gemma":0.0006315651,"domain_scores_codex":[0.9970881,0.001678092,0.0002378115,0.0002357469,0.0006687292,0.00009148013],"domain_scores_gemma":[0.9945047,0.00352841,0.001134726,0.0004285548,0.000211526,0.0001920588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1173152,0.0227139,0.587032,0.001090716,0.002265959,0.0001065542,0.0007432716,0.003229934,0.06564474,0.0001397377,0.000448598,0.1992695],"study_design_scores_gemma":[0.001278949,0.1347399,0.8518391,0.00003200855,0.0004825904,0.00008578308,0.0001387282,0.002462265,0.008046353,0.00006592521,0.00080624,0.0000220822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998054,0.0005994586,0.0005256829,0.00003846483,0.0000147588,0.0001889214,0.0000997247,0.00001050622,0.0004684179],"genre_scores_gemma":[0.998219,0.0002223334,0.0009207791,0.00005611137,0.00002619512,0.0002003127,0.00007953251,0.000004311411,0.0002714514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004046494,"threshold_uncertainty_score":0.02140021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095406707266096,"score_gpt":0.4377073868369638,"score_spread":0.2281667161103542,"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."}}