{"id":"W4221046588","doi":"10.22541/au.164873574.42744979/v1","title":"Morphometric evaluation of facial and vestibulocochlear nerves using magnetic resonance imaging in patients with Menière’s disease - a retrospective study","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Magnetic resonance imaging; Meniere's disease; Cerebellopontine angle; Fluid-attenuated inversion recovery; Vestibulocochlear nerve; Endolymphatic hydrops; Facial nerve; Cranial nerve disease; Otosclerosis; Cranial nerves; Radiology; Anatomy; Pathology; Surgery; Disease; Optic nerve","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":[0.0005102154,0.0003715343,0.0004169976,0.00169194,0.0004882609,0.0004524975,0.0002729656,0.0004395841,0.00133429],"category_scores_gemma":[0.001102934,0.0003543555,0.0004866579,0.0007788719,0.0004896295,0.0005148229,0.0004115661,0.0002442035,0.0002716318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676759,"about_ca_system_score_gemma":0.0002545514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658747,"about_ca_topic_score_gemma":0.001403333,"domain_scores_codex":[0.9995522,0.00005639196,0.00007094783,0.0001571005,0.0001081393,0.00005519492],"domain_scores_gemma":[0.999183,0.0001534883,0.0003223326,0.00008496062,0.0001274656,0.0001287633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001460223,0.00002912675,0.9960119,0.00002202314,0.00003818028,0.001181846,0.0001092868,0.00002958599,0.0007443243,0.00001226723,0.00003439545,0.001641151],"study_design_scores_gemma":[0.00001020432,0.0003214682,0.9888411,0.00001069912,0.00004825218,0.00980103,0.0003233709,0.0001054903,0.0002411677,0.00001768622,0.000270368,0.000009099119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999159,0.000442376,0.00007533241,0.000006540453,0.000002930379,0.000009646171,0.00007239197,0.000002360073,0.0002293875],"genre_scores_gemma":[0.9995378,0.0001700676,0.00006282105,0.000008359086,0.00001212618,0.000007171095,0.0001165036,0.000001241535,0.00008389175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00169194,"threshold_uncertainty_score":0.004463613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884607556393781,"score_gpt":0.2855645638129587,"score_spread":0.2567184882490209,"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."}}