{"id":"W3207905363","doi":"10.2196/31020","title":"Immersive Virtual Reality and Vestibular Rehabilitation in Multiple Sclerosis: Case Report","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Vestibular system; Medicine; Balance (ability); Physical medicine and rehabilitation; Rehabilitation; Vestibular rehabilitation; Quality of life (healthcare); Physical therapy; Population; Virtual reality; Audiology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039697,0.0001501581,0.0002030542,0.0000748291,0.0001459212,0.00006138458,0.00007149055,0.00008430974,0.00001888062],"category_scores_gemma":[0.002819017,0.0001609479,0.00003824826,0.0003284601,0.0002305899,0.0002456418,0.00008221946,0.0001676333,0.00001209835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752015,"about_ca_system_score_gemma":0.00009725367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001736969,"about_ca_topic_score_gemma":0.0004883239,"domain_scores_codex":[0.9983806,0.000256748,0.0003059608,0.0006102393,0.0001933193,0.0002531211],"domain_scores_gemma":[0.9990261,0.0003460074,0.0001079543,0.0003656187,0.00005083566,0.0001035076],"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":[0.0001678959,0.0007195381,0.02828901,0.0001537822,0.00001620448,0.1091934,0.009097751,0.004643628,0.8211657,0.0005075346,0.00385152,0.02219399],"study_design_scores_gemma":[0.009236593,0.002586989,0.4454936,0.000842751,0.00009905834,0.09257197,0.03387661,0.01155038,0.3642736,0.00365381,0.0330517,0.002762914],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976186,0.0001480361,0.0001351293,0.001231206,0.000284768,0.0003276686,0.00002250428,0.00004926421,0.0001828018],"genre_scores_gemma":[0.9991429,0.00004428799,0.0001912037,0.0002879751,0.00005035776,0.00007545762,0.00001077573,0.00001808115,0.0001789452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568922,"threshold_uncertainty_score":0.6563264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146116764327136,"score_gpt":0.2759503168770396,"score_spread":0.2444891492337682,"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."}}