{"id":"W1991930871","doi":"10.2310/7070.2004.03016","title":"Snoring and Obstructive Sleep Apnea: Compliance with Oral Appliance Therapy","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Compliance (psychology); Physical therapy; Sleep apnea; Patient compliance; Dentistry; Emergency medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002918298,0.0002129746,0.0003568007,0.0008467294,0.0002998484,0.0005052487,0.0003460487,0.000784201,0.002036311],"category_scores_gemma":[0.01686691,0.0002964841,0.0003409167,0.0008448227,0.0004309519,0.000599082,0.0004271718,0.0005584754,0.0003359993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306321,"about_ca_system_score_gemma":0.0006340438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722379,"about_ca_topic_score_gemma":0.002555763,"domain_scores_codex":[0.9958567,0.001422029,0.0006256752,0.0002013622,0.001623733,0.0002704933],"domain_scores_gemma":[0.98433,0.003908078,0.009523235,0.000191192,0.001042582,0.001004927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308288,0.0001984372,0.9927368,0.00005334986,0.00003991489,0.00005471558,0.0002405058,0.00003491163,0.000197852,0.000005530438,0.00009615741,0.00621098],"study_design_scores_gemma":[0.00001095922,0.0004495571,0.9987139,0.00001635494,0.00001580834,0.0003043363,0.0002241242,0.00007196264,0.00004219265,0.000004226802,0.0001436358,0.000002996476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983,0.0005220954,0.00008434103,0.0001718889,0.000008143189,0.00004077859,0.00009771487,0.000006849058,0.0007682316],"genre_scores_gemma":[0.9991198,0.0002845106,0.0001948432,0.00007713606,0.0000268378,0.00003385267,0.0001036909,0.000002032468,0.000157375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002918298,"threshold_uncertainty_score":0.01543367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617962544870777,"score_gpt":0.3068572681240081,"score_spread":0.2706776426753003,"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."}}