{"id":"W2094828940","doi":"10.2310/7070.2005.34502","title":"High Prevalence of Obstructive Sleep Apnea among Patients with Head and Neck Cancer","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Head and neck cancer; Body mass index; Sleep apnea; Sleep study; Apnea; Population; Surgery; Cancer; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003076934,0.0001350966,0.0004113889,0.0001497377,0.0000586509,0.000004453497,0.0002049505,0.00007917878,0.0002241722],"category_scores_gemma":[0.000125635,0.0000763462,0.00004990077,0.0001693981,0.0006619578,0.0002117904,0.00007873614,0.0005005579,0.000002853886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009177982,"about_ca_system_score_gemma":0.00004829936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009962374,"about_ca_topic_score_gemma":0.00003607389,"domain_scores_codex":[0.998623,0.0001802827,0.0003870517,0.0001229586,0.000433137,0.0002536343],"domain_scores_gemma":[0.9983711,0.0001761725,0.0004489226,0.0002205949,0.000645131,0.0001380466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002115933,0.0001486976,0.9851343,0.0001229634,0.0003172187,0.00001734943,0.0009083723,0.00007593835,0.001456932,0.00004566635,0.00001400407,0.00964264],"study_design_scores_gemma":[0.003626449,0.001631874,0.9902329,0.0001017384,0.0002819819,0.0002679609,0.0001009097,0.000167261,0.003422796,0.00006349709,0.00003368693,0.00006887361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979168,0.0007623647,0.0001332645,0.0006070082,0.0001033877,0.0003478728,0.00001094196,0.000004354673,0.0001140396],"genre_scores_gemma":[0.9983497,0.0001145808,0.001226203,0.00008837981,0.0001565767,0.000004418185,8.018905e-7,0.00001836754,0.00004097356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009573766,"threshold_uncertainty_score":0.3113308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022165539747235,"score_gpt":0.2707161882859681,"score_spread":0.2604945328884957,"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."}}