{"id":"W4367302009","doi":"10.3791/65061","title":"Endolymphatic Duct Blockage as a Surgical Treatment Option for Ménière's Disease","year":2023,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Endolymphatic sac; Medicine; Posterior Semicircular Canal; Semicircular canal; Vertigo; Meniere's disease; Duct (anatomy); Decompression; Surgery; Anatomy; Inner ear; Radiology; Benign paroxysmal positional vertigo; Vestibular system","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":[0.0002186442,0.0002449093,0.0006032794,0.0003468969,0.0002535417,0.0002775397,0.0001715977,0.0003169514,0.00346319],"category_scores_gemma":[0.0002445334,0.00005273001,0.0004141173,0.0001793777,0.0002765167,0.0002882704,0.0001942619,0.0003756384,0.0006978695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436597,"about_ca_system_score_gemma":0.0003143337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004885431,"about_ca_topic_score_gemma":0.001400534,"domain_scores_codex":[0.999904,0.00002321938,0.000008535499,0.00001476029,0.00002959707,0.00001977935],"domain_scores_gemma":[0.9999264,0.00002571753,0.00001244905,0.000007006538,0.000006640987,0.00002180135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.011163,0.00207398,0.01417174,0.002699965,0.0003305778,0.008091077,0.0002659309,0.0003907294,0.1225511,0.001159357,0.004097587,0.8330051],"study_design_scores_gemma":[0.01055389,0.1000827,0.3827505,0.002826446,0.002496253,0.1786352,0.00156827,0.003252944,0.09268609,0.004264725,0.2206337,0.0002493862],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7083624,0.2665495,0.004922299,0.001494427,0.0005572267,0.0002902673,0.0002161868,0.0001607102,0.01744705],"genre_scores_gemma":[0.9414601,0.04906966,0.003972349,0.0005739734,0.0005095555,0.0001727541,0.0002390292,0.00001901158,0.003983656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00346319,"threshold_uncertainty_score":0.01158547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101456058659366,"score_gpt":0.4748721468064078,"score_spread":0.3647265409404712,"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."}}