{"id":"W2036025879","doi":"10.2310/7070.2001.20985","title":"Epiglottic Carcinoma Presenting as Obstructive Sleep Apnea","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Carcinoma; Sleep apnea; Sleep (system call); Surgery; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003580354,0.0001192619,0.0003346658,0.000109953,0.0001019638,0.000006596246,0.0002015568,0.00008384971,0.0002776463],"category_scores_gemma":[0.0002097419,0.00007186426,0.0001436306,0.0001744875,0.0001647053,0.0001010793,0.00004339305,0.0005110466,0.00007016939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002814,"about_ca_system_score_gemma":0.00006919994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009625875,"about_ca_topic_score_gemma":0.000008556267,"domain_scores_codex":[0.9988814,0.0001566038,0.0003838844,0.00008721691,0.0002071916,0.000283685],"domain_scores_gemma":[0.9990547,0.0001948159,0.0002801764,0.0001853627,0.0001564738,0.000128507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002120651,0.0003958229,0.9516426,0.00008280039,0.0004688078,0.002015304,0.003860023,0.0001099167,0.01290292,0.0008251186,0.0007178259,0.0248582],"study_design_scores_gemma":[0.001943904,0.001007206,0.9581001,0.00002728077,0.000363768,0.02818565,0.001248903,0.0003789458,0.001176459,0.002402636,0.00506057,0.0001046272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829379,0.001243272,0.0002416571,0.005557415,0.0002713981,0.0001544266,4.294859e-7,0.00001322861,0.009580253],"genre_scores_gemma":[0.9979745,0.00009835618,0.0001948194,0.000695793,0.0003333075,0.000001452359,9.397836e-7,0.00001608879,0.0006847104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02617034,"threshold_uncertainty_score":0.3040032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521219330469139,"score_gpt":0.2649793700616893,"score_spread":0.2497671767569979,"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."}}