{"id":"W4293065882","doi":"10.1136/bmjopen-2021-060540","title":"Effects of multiple sclerosis on the audio-vestibular system: a systematic review","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Manchester Biomedical Research Centre","keywords":"Medicine; Audiology; Posturography; Vestibular system; Electronystagmography; Multiple sclerosis; Vestibular evoked myogenic potential; Physical medicine and rehabilitation; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006731436,0.001708417,0.009858882,0.01060915,0.0006457668,0.002417278,0.001497373,0.002023199,0.00368684],"category_scores_gemma":[0.02871752,0.001116508,0.006249004,0.01015478,0.0009305434,0.002039899,0.001514947,0.0008261655,0.0002429999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837631,"about_ca_system_score_gemma":0.008686434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006452383,"about_ca_topic_score_gemma":0.02066362,"domain_scores_codex":[0.9927458,0.002344585,0.003061518,0.0005654868,0.001053321,0.0002293053],"domain_scores_gemma":[0.9752114,0.01633115,0.006033611,0.0003516162,0.001768368,0.0003038001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001594471,0.000009716824,0.0008656491,0.9750249,0.00964985,0.0001132973,0.000126289,0.0000577623,0.0001479841,0.00007603123,0.0005163724,0.01325278],"study_design_scores_gemma":[0.0003216731,0.0002810971,0.006331605,0.8838766,0.09938542,0.0006433334,0.0002626095,0.00006821124,0.0001657978,0.0001684359,0.008462055,0.00003323152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001841517,0.9971681,0.00008848625,0.0001646814,0.00007663992,0.0002236013,0.0002771597,0.000006278485,0.0001534866],"genre_scores_gemma":[0.0279415,0.9699074,0.000618348,0.0004743847,0.00009889029,0.0006289127,0.0002122292,0.000005046929,0.0001133028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01060915,"threshold_uncertainty_score":0.03559965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2153578990346134,"score_gpt":0.3801950312611013,"score_spread":0.1648371322264878,"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."}}