{"id":"W4412738329","doi":"10.2196/70817","title":"Virtual Reality for Workplace Violence Training of Health Care Workers: Pilot Mixed Methods Usability Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Usability; Health care; Virtual reality; Training (meteorology); Psychology; Applied psychology; Human factors and ergonomics; Medical education; Nursing; Human–computer interaction; Computer science; Medicine; Poison control; Medical emergency; World Wide Web; Political science; Geography","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":[0.006222905,0.000226977,0.0006677436,0.0001361628,0.0008623209,0.00008971721,0.0005645921,0.0001236641,0.00002192405],"category_scores_gemma":[0.0007964784,0.0002201509,0.0001375341,0.0009790618,0.0004355183,0.0001886238,0.0001168449,0.000229605,0.000001762899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031928,"about_ca_system_score_gemma":0.001222091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765246,"about_ca_topic_score_gemma":0.006069615,"domain_scores_codex":[0.9955687,0.002054086,0.0007167444,0.0006030131,0.0003752313,0.0006822596],"domain_scores_gemma":[0.9975825,0.001244256,0.0003418504,0.0004814838,0.0002212611,0.0001286735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003360252,0.0003827572,0.05536465,0.0001617755,0.00006225252,6.788009e-7,0.08986513,0.00007034353,0.00008335261,0.001179854,0.001347774,0.8511454],"study_design_scores_gemma":[0.0009131673,0.001334609,0.06768084,0.001063375,0.00004029566,1.868711e-7,0.9154963,0.00002769005,0.0001761882,0.001647265,0.01132615,0.000293934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777991,0.001633399,0.01113859,0.002488651,0.001082012,0.00375486,0.00002404285,0.0002161255,0.001863279],"genre_scores_gemma":[0.9918808,0.00009108841,0.006802473,0.0001810068,0.0001116655,0.0004864876,0.000005681168,0.00001500097,0.0004258349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8508515,"threshold_uncertainty_score":0.8977494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05983208317215281,"score_gpt":0.4410592014872783,"score_spread":0.3812271183151255,"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."}}