{"id":"W4308373404","doi":"10.1177/15248380221126476","title":"Workplace Violence in Healthcare Settings: A Scoping Review of Guidelines and Systematic Reviews","year":2022,"lang":"en","type":"review","venue":"Trauma Violence & Abuse","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Psychological intervention; Debriefing; Health care; Workplace violence; Medicine; Nursing; Multidisciplinary approach; Evidence-based practice; Occupational safety and health; Psychology; Poison control; Medical education; Suicide prevention; MEDLINE; Alternative medicine; Medical emergency; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01407956,0.0007988553,0.005943362,0.0004969621,0.0005415702,0.00009344498,0.001461871,0.0003972019,0.0002343818],"category_scores_gemma":[0.004763396,0.000667692,0.0006841467,0.002640657,0.000367379,0.0003613248,0.0002063282,0.001043455,0.00005035877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382866,"about_ca_system_score_gemma":0.001192366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786122,"about_ca_topic_score_gemma":0.001026502,"domain_scores_codex":[0.9875949,0.004628968,0.004499069,0.001142159,0.00115175,0.0009831322],"domain_scores_gemma":[0.9934708,0.001957868,0.003057269,0.001002226,0.0002257836,0.0002860641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002045998,0.00002194471,0.00003221711,0.6137768,0.00001077248,0.0000125429,0.0006571297,3.392969e-7,1.564588e-8,0.00007615501,0.00007779249,0.3853322],"study_design_scores_gemma":[0.00009461485,0.0000418062,7.408869e-7,0.8928005,0.00035681,0.00001953489,0.001282557,0.000002169154,1.282016e-7,0.00005644191,0.104799,0.0005457209],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006375965,0.9872788,0.000007951057,0.0002599747,0.0003480269,0.01177038,0.00002348394,0.00009314657,0.0001544827],"genre_scores_gemma":[0.000007930424,0.995496,0.0004845319,0.0009804149,0.0001784741,0.002703408,0.00002520704,0.00006746175,0.00005660557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3847865,"threshold_uncertainty_score":0.9995774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565575312405305,"score_gpt":0.4412273808148152,"score_spread":0.2846698495742847,"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."}}