{"id":"W1976263681","doi":"10.1097/mao.0b013e3181a5297a","title":"Asymmetric Hearing Loss","year":2009,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Audiogram; Audiology; Electronystagmography; Receiver operating characteristic; Audiometry; Logistic regression; Vertigo; Sensorineural hearing loss; Vestibular system; Hearing loss; Surgery; 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":[0.0001504229,0.000182772,0.0004730097,0.0004753466,0.00008978954,0.000009856473,0.0001535141,0.0001684456,0.0001977908],"category_scores_gemma":[0.0001559875,0.0001691045,0.0001091927,0.0004525932,0.0001154624,0.00004442065,0.00006150395,0.0003158639,0.0003497479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002486026,"about_ca_system_score_gemma":0.00003321741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008671738,"about_ca_topic_score_gemma":8.584854e-7,"domain_scores_codex":[0.9984794,0.0001097095,0.0003123948,0.000454022,0.0001326519,0.0005118223],"domain_scores_gemma":[0.9991762,0.00008105223,0.00008055108,0.0004577022,0.00004577583,0.0001586986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002748528,0.001929508,0.5030818,0.0002390023,0.0004352211,0.1367092,0.0003016642,0.00002992015,0.02663922,0.1512451,0.04145812,0.1351827],"study_design_scores_gemma":[0.003081897,0.004190946,0.8633977,0.00002420116,0.0001864343,0.02916622,0.00001903501,0.0004069668,0.003354611,0.002548955,0.09328206,0.0003409788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919051,0.0002029397,0.0005993483,0.01022997,0.0004008424,0.000690931,5.37034e-7,0.0001839255,0.06864049],"genre_scores_gemma":[0.9931565,0.000009767259,0.001239744,0.003830465,0.0001126901,0.00004071043,0.000007462734,0.00001611276,0.001586565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3603159,"threshold_uncertainty_score":0.6895881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877785134718576,"score_gpt":0.2969193680674541,"score_spread":0.2681415167202683,"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."}}