{"id":"W2956312317","doi":"10.15171/ijoem.2019.1573","title":"Prevalence of Type II and Type III Workplace Violence against Physicians: A Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"The International Journal of Occupational and Environmental Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Laurentian University; University of Toronto","funders":"","keywords":"CINAHL; Workplace violence; Checklist; Medicine; Systematic review; MEDLINE; Mental health; Meta-analysis; Family medicine; Occupational safety and health; Health care; Environmental health; Poison control; Nursing; Suicide prevention; Psychiatry; Psychology; Psychological intervention; Political 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":[0.01824991,0.002534949,0.01587817,0.009041881,0.0009205337,0.00368831,0.002360395,0.002684915,0.003673434],"category_scores_gemma":[0.05327668,0.001672975,0.03277983,0.009209722,0.0008420496,0.002094468,0.001866485,0.001684993,0.0002574523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411059,"about_ca_system_score_gemma":0.006673438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007187644,"about_ca_topic_score_gemma":0.01629406,"domain_scores_codex":[0.9866123,0.005307185,0.004745021,0.001181454,0.001715505,0.000438581],"domain_scores_gemma":[0.9616627,0.028223,0.006024238,0.000820592,0.002869159,0.0004002337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007929296,0.00003565576,0.005137098,0.7028436,0.2757047,0.0001571053,0.0001571666,0.0002141027,0.0001430846,0.0001001766,0.0005456205,0.01416881],"study_design_scores_gemma":[0.0003640081,0.0002845947,0.007368205,0.1031508,0.8860409,0.0002644273,0.0001450117,0.0001402332,0.0001458929,0.0001601018,0.001905438,0.00003042082],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002965505,0.9958592,0.0002693737,0.0001358799,0.00009065454,0.000284297,0.000248696,0.00001061235,0.0001357516],"genre_scores_gemma":[0.07880442,0.916918,0.001627463,0.0005176351,0.0001782176,0.001340235,0.0004266808,0.00001376855,0.0001735151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01824991,"threshold_uncertainty_score":0.09651595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08059159478903309,"score_gpt":0.3748568954639498,"score_spread":0.2942653006749167,"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."}}