{"id":"W4308253518","doi":"10.1177/00220345221133278","title":"Airway Phenotypes and Nocturnal Wearing of Dentures in Elders with Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal","funders":"Canadian Institutes of Health Research; Natural Science Foundation of Shandong Province","keywords":"Polysomnography; Medicine; Logistic regression; Obstructive sleep apnea; Airway; Sleep apnea; Apnea; Crossover study; Anesthesia; Dentistry; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007264505,0.0002603197,0.0004509399,0.0002268153,0.0002257392,0.0002556016,0.0001210676,0.0003398136,0.0004501896],"category_scores_gemma":[0.001540542,0.0001380411,0.0004157014,0.0001859951,0.0001891025,0.0002022318,0.0001606964,0.000236077,0.00004341209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169414,"about_ca_system_score_gemma":0.000133689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005743161,"about_ca_topic_score_gemma":0.001358979,"domain_scores_codex":[0.9997635,0.0000921547,0.00003198722,0.00003614817,0.00005140253,0.00002484427],"domain_scores_gemma":[0.9992866,0.0002231761,0.0002950547,0.00005092139,0.00004216847,0.0001021482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009680958,0.0008603166,0.965342,0.0001360317,0.0003183686,0.000320694,0.0002597081,0.0001226533,0.007838861,0.00002699055,0.00006679424,0.01502665],"study_design_scores_gemma":[0.00005770093,0.002835873,0.996576,0.000005223123,0.00005622191,0.0001504436,0.00005946962,0.00005264497,0.0001415836,0.000006947504,0.00005531022,0.000002415589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995615,0.0002921808,0.00002252751,0.000005542645,0.000003426043,0.000006849137,0.00002224591,7.560015e-7,0.00008493893],"genre_scores_gemma":[0.999667,0.0001044681,0.00007334121,0.00002356379,0.000009038919,0.000008669735,0.0000545568,3.687335e-7,0.00005902694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007264505,"threshold_uncertainty_score":0.003841877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129981815793923,"score_gpt":0.3505924382152802,"score_spread":0.319292620057341,"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."}}