{"id":"W4417152527","doi":"10.12968/bjhc.2024.0129","title":"Exploring the nature of workplace violence against healthcare staff: an online survey in Jordan","year":2025,"lang":"en","type":"article","venue":"British Journal of Healthcare Management","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Workplace violence; Health care; Feeling; Descriptive statistics; Likert scale; Occupational safety and health; Perception; Suicide prevention; Human factors and ergonomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005431039,0.0001465066,0.0003945831,0.0003515621,0.0005453219,0.0001335331,0.0009009008,0.0001212204,0.000007087879],"category_scores_gemma":[0.0002718186,0.0001436142,0.0001032077,0.001487907,0.0001617679,0.0004910048,0.0001385491,0.00113181,8.567641e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632915,"about_ca_system_score_gemma":0.0004427516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02743564,"about_ca_topic_score_gemma":0.1870333,"domain_scores_codex":[0.9959208,0.001555656,0.000913962,0.0002685863,0.0007878995,0.0005531281],"domain_scores_gemma":[0.998364,0.0002546494,0.0004616289,0.0002596429,0.0004879303,0.0001721961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001632838,0.0003263979,0.09842878,0.0004633924,0.00005107309,0.0003723733,0.002237283,0.0003655809,0.000001526985,0.004763708,0.0007175034,0.8921091],"study_design_scores_gemma":[0.001062104,0.0003018822,0.8208253,0.02617576,0.00003126463,0.00002216886,0.1343453,0.00003280087,0.00001834236,0.002630772,0.01421275,0.0003415915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714871,0.01118928,0.00003859172,0.01518261,0.00118624,0.0004979771,0.00003022176,0.00001681506,0.0003711694],"genre_scores_gemma":[0.9389169,0.05909302,0.0004213706,0.001221176,0.0001763075,0.00001321148,0.00001017625,0.00001243045,0.0001354224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8917675,"threshold_uncertainty_score":0.9790407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08379251693582006,"score_gpt":0.3540371754007847,"score_spread":0.2702446584649646,"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."}}