{"id":"W4381597854","doi":"10.1183/16000617.0257-2022","title":"The role of oral appliance therapy in obstructive sleep apnoea","year":2023,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep (system call); Oral appliance; Intensive care medicine; Obstructive sleep apnea; Internal medicine","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":[0.002193015,0.0006088386,0.001720856,0.00198604,0.0002909184,0.001576023,0.000830079,0.001575634,0.004458252],"category_scores_gemma":[0.004665435,0.000245196,0.001870702,0.001648223,0.0006152077,0.001330987,0.0007469239,0.00164315,0.0007848648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924831,"about_ca_system_score_gemma":0.001930344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050151,"about_ca_topic_score_gemma":0.002731125,"domain_scores_codex":[0.9984462,0.0005467882,0.0003808145,0.0001650595,0.0003990224,0.00006231263],"domain_scores_gemma":[0.9976192,0.001871484,0.000232384,0.00003407467,0.0002172367,0.0000255824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001545744,0.00005297293,0.0002395933,0.1144644,0.0003606073,0.000139332,0.0001680645,0.0002019599,0.0004284316,0.002917049,0.01240627,0.8684667],"study_design_scores_gemma":[0.00008817706,0.0003827655,0.003926092,0.1159887,0.001466092,0.00204603,0.0002776863,0.0001397773,0.0004658045,0.002378246,0.8728029,0.00003768577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007716621,0.9992597,0.00002998141,0.0002190371,0.0001210198,0.000003459907,0.000009176084,0.000001477355,0.0002789951],"genre_scores_gemma":[0.001031176,0.9983091,0.00013166,0.0002228131,0.0001371103,0.000008856026,0.00001349846,0.000001503505,0.0001442811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004458252,"threshold_uncertainty_score":0.01491433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261670962211607,"score_gpt":0.3968592831228486,"score_spread":0.2706921869016878,"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."}}