{"id":"W2367223757","doi":"","title":"Investigation of outcomes of surgical treatment for patients with obstructive sleep apnea hypopnea syndrome","year":2011,"lang":"en","type":"article","venue":"Chinese Archives of Otolaryngology-head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Polysomnography; Hypopnea; Quality of life (healthcare); Excessive daytime sleepiness; Physical therapy; Apnea–hypopnea index; Statistical significance; Apnea; Internal medicine; Sleep disorder; Insomnia; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006711029,0.0002539415,0.0003643177,0.0006741947,0.0003148393,0.0003278968,0.0001827496,0.0002367251,0.001133639],"category_scores_gemma":[0.003963207,0.00007011606,0.0004994855,0.0005412953,0.0002276822,0.0002685635,0.0002811886,0.0003073144,0.0001385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502536,"about_ca_system_score_gemma":0.0005003554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947885,"about_ca_topic_score_gemma":0.004118424,"domain_scores_codex":[0.999338,0.000232671,0.00007992415,0.00006511775,0.0001987663,0.00008561462],"domain_scores_gemma":[0.9977148,0.0004294968,0.001024028,0.00005205966,0.0003439423,0.0004356633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002707608,0.0001015384,0.99413,0.00003450795,0.00008770562,0.00009349304,0.00004278277,0.00006750126,0.0001449013,0.000009721039,0.00007456817,0.004942559],"study_design_scores_gemma":[0.00000999948,0.0003736626,0.9991233,0.000007340824,0.00003066179,0.0001221954,0.00009021411,0.00009731789,0.00004940087,0.00001225574,0.00008072417,0.000003003156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983653,0.0005563707,0.0000973791,0.00008076145,0.0000111312,0.00002262553,0.0002826955,0.00000251559,0.0005809719],"genre_scores_gemma":[0.9990714,0.0001843037,0.00008062888,0.00002383344,0.00002306501,0.00002153459,0.0004690049,8.658575e-7,0.0001253313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947885,"threshold_uncertainty_score":0.00387311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493000907254569,"score_gpt":0.2614461884448697,"score_spread":0.236516179372324,"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."}}