{"id":"W2321416749","doi":"10.1097/mao.0000000000000202","title":"Cochlear Implantation in Patients With Advanced Ménière’s Disease","year":2013,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Cochlear implantation; Meniere's disease; Audiology; MEDLINE; Hearing loss; Disease; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006604558,0.0002844572,0.0003745618,0.0002761295,0.0001175626,0.00002930341,0.000400144,0.0001558785,0.0002963922],"category_scores_gemma":[0.0007540524,0.0002661932,0.0000399275,0.0003725271,0.0004085408,0.0002188493,0.0001433127,0.0004146774,0.0008435265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902735,"about_ca_system_score_gemma":0.00009933456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005186021,"about_ca_topic_score_gemma":0.00005112437,"domain_scores_codex":[0.9971961,0.0004980303,0.0004188786,0.0008665372,0.0002293386,0.0007911371],"domain_scores_gemma":[0.9985466,0.0003538294,0.0001871757,0.0005666735,0.00008996819,0.0002557504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006409436,0.000388892,0.9734997,0.00003626713,0.000004687523,0.0002767702,0.0001475051,0.0002642064,0.01825746,0.001214788,0.0003433462,0.004925415],"study_design_scores_gemma":[0.002310379,0.0006243119,0.9893647,0.00001384638,0.00001184114,0.00005794482,0.00001194964,0.0002949089,0.004600601,0.00046822,0.001961592,0.0002796454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956588,0.00001264535,0.00007944392,0.0007997802,0.0003630663,0.001915915,0.0000124802,0.0001221845,0.001035672],"genre_scores_gemma":[0.9954416,0.00001488978,0.0003649096,0.003498954,0.00002469551,0.0004309669,0.00001433659,0.00005355586,0.000156113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01586504,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083606235633719,"score_gpt":0.242580239189759,"score_spread":0.2317441768334219,"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."}}