{"id":"W2605114132","doi":"10.15331/jdsm.6522","title":"A Descriptive Report of Combination Therapy (Custom Face Mask for CPAP Integrated With a Mandibular Advancement Splint) for Long-Term Treatment of OSA With Literature Review","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Splint (medicine); Medicine; Term (time); Face (sociological concept); Orthodontics; Dentistry; Psychology; Sociology; Social science","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":[0.0006025856,0.0002769617,0.001156942,0.0002068436,0.00009486563,0.00001480508,0.000201967,0.00007638347,0.00004858538],"category_scores_gemma":[0.0002784251,0.0001423155,0.0001977265,0.000180747,0.0003683429,0.0002355206,0.0000216274,0.0001840135,2.399055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000458851,"about_ca_system_score_gemma":0.00009280935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001616447,"about_ca_topic_score_gemma":0.00002695892,"domain_scores_codex":[0.9977302,0.00004755404,0.0008790926,0.0002486433,0.0008556836,0.0002388151],"domain_scores_gemma":[0.9955962,0.00009034075,0.001963261,0.0004690141,0.001689746,0.0001914472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07195705,0.006084776,0.6073591,0.008612612,0.007223472,0.006370088,0.004208446,0.00001092894,0.05226459,0.000208709,0.0003458565,0.2353544],"study_design_scores_gemma":[0.1663824,0.2465002,0.3291387,0.08464707,0.00617518,0.02127894,0.00335001,0.0003605565,0.1373093,0.0001636556,0.003991887,0.0007021408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476509,0.02423656,0.02068319,0.002734449,0.0002166741,0.004358599,0.00003606398,0.000006157691,0.00007740933],"genre_scores_gemma":[0.9824026,0.01146566,0.005259173,0.00006757979,0.0001744811,0.0001204656,0.0001452599,0.00004327363,0.0003215054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2782204,"threshold_uncertainty_score":0.5803457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332962557909188,"score_gpt":0.3602921484992819,"score_spread":0.3269958927083632,"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."}}