{"id":"W1787144006","doi":"10.1007/s10439-015-1441-1","title":"Application of Vestibular Spontaneous Response as a Diagnostic Aid for Meniere’s Disease","year":2015,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Winnipeg Regional Health Authority; Agriculture and Agri-Food Canada; Health Sciences Centre; University of Manitoba","funders":"Mitacs","keywords":"Supine position; Meniere's disease; Medicine; Linear discriminant analysis; Audiology; Vestibular system; Artificial intelligence; Computer science; Vertigo; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008934903,0.0004740285,0.00046593,0.0006829935,0.0002232211,0.0004781821,0.0003555515,0.0009326853,0.001319254],"category_scores_gemma":[0.001770464,0.0001546734,0.0003496875,0.0002956957,0.0004428907,0.0005348361,0.0004906448,0.0004543763,0.0003281976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295808,"about_ca_system_score_gemma":0.0003447393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335792,"about_ca_topic_score_gemma":0.0004807424,"domain_scores_codex":[0.9995729,0.0001815486,0.00002953492,0.00007378587,0.0001003974,0.00004170266],"domain_scores_gemma":[0.9992466,0.0003977325,0.00003069095,0.00004595878,0.000202839,0.00007614664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005377718,0.0002767099,0.01313674,0.0007983985,0.00008400001,0.006520326,0.0003928624,0.0003884837,0.8169881,0.0003622797,0.000857921,0.1548165],"study_design_scores_gemma":[0.0009361737,0.01162496,0.1206328,0.0003325673,0.001069026,0.0549804,0.001942079,0.02969621,0.758221,0.002519551,0.01784563,0.0001997166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8714813,0.02115781,0.09663763,0.001202111,0.00146967,0.0003794158,0.0003507008,0.0008494357,0.006471909],"genre_scores_gemma":[0.9796649,0.003209447,0.01522996,0.0004850199,0.0004222764,0.0000435355,0.00004255808,0.00004160503,0.0008607236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001319254,"threshold_uncertainty_score":0.004725277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369989898318253,"score_gpt":0.2987956648290474,"score_spread":0.2650957658458649,"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."}}