{"id":"W2162527658","doi":"10.1378/chest.124.6.2200","title":"Oral Continuous Positive Airway Pressure for Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Anesthesia; Polysomnography; Sleep apnea; Airway; Apnea; Apnea–hypopnea index; Positive pressure; Body mass index; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348403,0.000175294,0.0003572725,0.0001358108,0.0002259038,0.00007943167,0.0001340924,0.0001257121,0.0005507405],"category_scores_gemma":[0.0008901493,0.0001416796,0.0002058326,0.0001578977,0.0001412005,0.0001491973,0.00002450795,0.000642164,0.00005339497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071553,"about_ca_system_score_gemma":0.00008985212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002989033,"about_ca_topic_score_gemma":0.00000152524,"domain_scores_codex":[0.9984113,0.0001163868,0.000281631,0.0002312013,0.0004202529,0.0005392274],"domain_scores_gemma":[0.9984836,0.0001479567,0.0001193733,0.0002023978,0.0006357629,0.0004109405],"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":[0.006581779,0.003399984,0.2981548,0.001574018,0.006755788,0.003129394,0.005227285,0.0001148643,0.1934256,0.01516936,0.02544471,0.4410224],"study_design_scores_gemma":[0.03250311,0.005795209,0.1644935,0.0002573762,0.001842745,0.01690614,0.002813782,0.003322011,0.3415974,0.003497431,0.4257844,0.001186846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8094353,0.004566639,0.1081283,0.006591822,0.002716539,0.003668861,0.0001363014,0.0001636146,0.06459261],"genre_scores_gemma":[0.987031,0.00001076646,0.009692919,0.0002078874,0.0005174797,0.00002384676,0.000008856353,0.00004808703,0.002459136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4398355,"threshold_uncertainty_score":0.6030223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099984074593684,"score_gpt":0.3039858377412472,"score_spread":0.2829859969953103,"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."}}