{"id":"W2908856175","doi":"10.1097/mao.0000000000002080","title":"Novel Use of Portable Audiometry to Track Hearing Fluctuations in Menière's Disease: A Pilot Study","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Audiology; Audiogram; Audiometer; Audiometry; Meniere's disease; Interquartile range; Tinnitus; Vertigo; Hearing loss; Pure tone audiometry; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002944068,0.001031679,0.0007965868,0.0004713898,0.0005953356,0.0005357889,0.0005740793,0.0007009933,0.00167613],"category_scores_gemma":[0.002932931,0.0002474907,0.000678657,0.0002000734,0.0007910727,0.000800254,0.0006949897,0.0007328549,0.0004413188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516075,"about_ca_system_score_gemma":0.0007400672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095163,"about_ca_topic_score_gemma":0.001469142,"domain_scores_codex":[0.9990594,0.0004619048,0.00006904946,0.0001728928,0.0001147712,0.0001219612],"domain_scores_gemma":[0.9983482,0.0006279732,0.0001363487,0.000202677,0.0003001493,0.0003845308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0650079,0.2452786,0.3422745,0.001569001,0.0009620285,0.01239792,0.01111386,0.00110584,0.1461757,0.000341743,0.001782857,0.1719901],"study_design_scores_gemma":[0.0102867,0.6785437,0.2873605,0.0000822785,0.0005250276,0.00513569,0.003148649,0.00329817,0.008629035,0.0001654665,0.00270483,0.000119946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973148,0.0001653884,0.0009414093,0.00005167165,0.00003485645,0.000997992,0.00006572143,0.00001533952,0.0004129378],"genre_scores_gemma":[0.9958321,0.0002045974,0.002545577,0.0001540424,0.00007431874,0.0008210269,0.0001145535,0.000005907696,0.0002478431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002944068,"threshold_uncertainty_score":0.01556993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238408498317246,"score_gpt":0.3083866926671634,"score_spread":0.236002607683991,"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."}}