{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289247,0.0001013186,0.0003361316,0.001185356,0.0001556375,0.00003287791,0.0002720921,0.00004040049,0.0004146033],"category_scores_gemma":[0.0003245245,0.00007677028,0.00007479276,0.0007864804,0.0003428215,0.0001595655,0.0003811822,0.001861064,0.000002518258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300979,"about_ca_system_score_gemma":0.0001507807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117294,"about_ca_topic_score_gemma":0.0000620905,"domain_scores_codex":[0.9960368,0.0003529561,0.0004077397,0.0001699116,0.002616327,0.0004162325],"domain_scores_gemma":[0.9987655,0.0003056394,0.000150272,0.0001514337,0.0003843037,0.0002428193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006307808,0.0006099995,0.8304251,0.0002024972,0.000301771,0.002039884,0.00141081,0.0002847824,0.1026724,0.0001819198,0.0001098206,0.05545319],"study_design_scores_gemma":[0.01486678,0.01252818,0.8484285,0.0003286084,0.0001024063,0.00812707,0.03861568,0.001960405,0.07319437,0.0006271117,0.0009255534,0.0002952659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963174,0.001597653,0.0000480839,0.000365989,0.00007266847,0.0002451666,0.000003209584,0.000002433341,0.001347344],"genre_scores_gemma":[0.9990698,0.0000690856,0.0005986567,0.00001908124,0.00009402585,0.000006754184,9.521156e-7,0.00002202476,0.0001195817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515792,"threshold_uncertainty_score":0.8085501,"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."}}