{"id":"W4315650200","doi":"10.1186/s12889-022-14920-0","title":"The prevalence and mental health correlates of exposure to offensive behaviours at work in Hungary: results of a national representative survey","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Waypoint Centre for Mental Health Care","funders":"","keywords":"Offensive; Psychosocial; Medicine; Harassment; Mental health; Workplace bullying; Population; Occupational safety and health; Biostatistics; Epidemiology; Beck Depression Inventory; Psychological intervention; Environmental health; Demography; Psychiatry; Anxiety; Psychology; Social psychology","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":[0.0004546768,0.0001669156,0.0002759295,0.0007499765,0.0002444308,0.0004176154,0.0002792085,0.0002986011,0.0006486229],"category_scores_gemma":[0.0005625187,0.0002060752,0.0002660575,0.0007480027,0.0002096877,0.0001946497,0.0003825281,0.0002497823,0.0001730488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124186,"about_ca_system_score_gemma":0.0003696998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622329,"about_ca_topic_score_gemma":0.01531111,"domain_scores_codex":[0.9996835,0.00006940378,0.00004393041,0.00006000374,0.00007829411,0.00006479604],"domain_scores_gemma":[0.9995959,0.00005307264,0.0001469542,0.00003025574,0.00007390349,0.00009991726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003276741,0.00006651395,0.9978617,0.00001471486,0.00003589127,0.00006954858,0.0001647056,0.00002830787,0.0002556714,0.000004866331,0.0001228413,0.001342406],"study_design_scores_gemma":[0.000001411429,0.00002088999,0.9997092,0.000001557902,0.000004868984,0.000034672,0.0001571483,0.00002009111,0.00001315793,0.000001282499,0.00003507709,6.857401e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992476,0.00004876946,0.00004932887,0.00001019369,0.000002007958,0.00001432744,0.0004767184,0.000001556563,0.0001495891],"genre_scores_gemma":[0.9990211,0.00009198181,0.0000822197,0.0000267025,0.00000421304,0.00001890316,0.0006440989,9.124773e-7,0.0001099336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622329,"threshold_uncertainty_score":0.03225768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09069461262403104,"score_gpt":0.3906648808962025,"score_spread":0.2999702682721715,"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."}}