{"id":"W4306409786","doi":"10.2196/37938","title":"Effects of Cybersickness Caused by Head-Mounted Display–Based Virtual Reality on Physiological Responses: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Korea University of Technology and Education; Korea University; National Research Foundation","keywords":"Simulator sickness; Blood pressure; Virtual reality; Heart rate; Psychology; Significant difference; Motion sickness; Optical head-mounted display; Affect (linguistics); Medicine; Physical medicine and rehabilitation; Audiology; Internal medicine; Communication; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247431,0.0003612688,0.0003463603,0.0004983838,0.0003978048,0.000578132,0.0002187614,0.0005637011,0.002437189],"category_scores_gemma":[0.002694514,0.0004062062,0.0006788789,0.0002956954,0.000383332,0.0005663988,0.0006017542,0.0006809913,0.0003266942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971454,"about_ca_system_score_gemma":0.0002548088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008490054,"about_ca_topic_score_gemma":0.001211923,"domain_scores_codex":[0.9991573,0.0002914275,0.000086092,0.0002113917,0.0001470091,0.0001068284],"domain_scores_gemma":[0.9966363,0.001153505,0.001063713,0.0002329595,0.0004136552,0.0004998507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007127544,0.00226383,0.9845514,0.0001832915,0.0002610437,0.0002198179,0.001884112,0.00008962918,0.003546048,0.00003276123,0.0001383288,0.006117023],"study_design_scores_gemma":[0.00001408499,0.00244244,0.9959169,0.00001373978,0.00006251115,0.0002008077,0.0007601,0.00008876556,0.0002918248,0.000009620668,0.0001898415,0.000009440555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999379,0.0001238462,0.0001728017,0.000009254875,0.000004609843,0.00003645019,0.00007497797,0.000002687413,0.0001962319],"genre_scores_gemma":[0.9992847,0.0000904281,0.0002456643,0.00003392716,0.00000906964,0.00005985203,0.0001032813,0.000002019457,0.0001711358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002437189,"threshold_uncertainty_score":0.00815326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495200785882641,"score_gpt":0.3538245981361707,"score_spread":0.3288725902773443,"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."}}