{"id":"W2769964557","doi":"10.1016/j.amjoto.2017.11.006","title":"Development and face validation of a Virtual Reality Epley Maneuver System (VREMS) for home Epley treatment of benign paroxysmal positional vertigo: A randomized, controlled trial","year":2017,"lang":"en","type":"article","venue":"American Journal of Otolaryngology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"National Aeronautics and Space Administration","keywords":"Medicine; Headset; Virtual reality; Randomized controlled trial; Benign paroxysmal positional vertigo; Workload; Physical therapy; Physical medicine and rehabilitation; Vertigo; Surgery; Artificial intelligence; Computer science","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":[0.003239902,0.002263158,0.003856351,0.0006659908,0.0008906039,0.001448608,0.001592053,0.003299719,0.008450184],"category_scores_gemma":[0.003747049,0.001003199,0.002766033,0.0005472868,0.002332237,0.001802559,0.0006925301,0.003384771,0.001386276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009317656,"about_ca_system_score_gemma":0.00145713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372945,"about_ca_topic_score_gemma":0.00167199,"domain_scores_codex":[0.9977791,0.0009949534,0.0002148719,0.0004782139,0.0002341461,0.0002987503],"domain_scores_gemma":[0.9982184,0.0006624947,0.0003680617,0.0002356887,0.0001860405,0.0003293685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.948824,0.03112303,0.0004469047,0.0005806666,0.0010166,0.00004278748,0.0001048255,0.0002462811,0.002290192,0.0001233695,0.0003111094,0.01489019],"study_design_scores_gemma":[0.820656,0.1761709,0.001249445,0.00003760462,0.000619398,0.00001531966,0.00005158161,0.00031009,0.0003931391,0.00009967365,0.0003759536,0.00002080999],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785539,0.002620619,0.00181953,0.0004201196,0.000760904,0.01331352,0.0007248383,0.0001223942,0.001664296],"genre_scores_gemma":[0.9756896,0.001816344,0.004004594,0.0007915482,0.0007254336,0.01404853,0.0005796737,0.00003388597,0.002310244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008450184,"threshold_uncertainty_score":0.02826869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251551384048085,"score_gpt":0.2864052685909908,"score_spread":0.2612501301861823,"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."}}