{"id":"W4391880250","doi":"10.1186/s12873-024-00943-w","title":"Identifying quality indicators to measure workplace violence in healthcare settings: a rapid review","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Operationalization; Health care; Medicine; Quality (philosophy); Psychological intervention; Quality management; Nursing; Service (business); Business","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":[0.05662609,0.002039362,0.01017016,0.04577132,0.001685021,0.006896313,0.004028856,0.002812154,0.004991071],"category_scores_gemma":[0.2364286,0.001704606,0.01125304,0.03567488,0.001995143,0.008990101,0.004681378,0.003158555,0.000939102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010619,"about_ca_system_score_gemma":0.03103244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009538691,"about_ca_topic_score_gemma":0.01926819,"domain_scores_codex":[0.9428115,0.01291143,0.02537343,0.002636021,0.01537899,0.0008885578],"domain_scores_gemma":[0.6860767,0.2017578,0.05300995,0.004533435,0.05268227,0.001939817],"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":[0.0001604189,0.00004396736,0.002443902,0.8186752,0.002846842,0.00006335256,0.0004377482,0.0001979819,0.0001574105,0.001112007,0.006298073,0.1675631],"study_design_scores_gemma":[0.0001109226,0.0001434099,0.005471845,0.9334262,0.01047777,0.0001636891,0.00043934,0.0001836829,0.0002220453,0.0009359615,0.04834718,0.00007805577],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00108506,0.9868925,0.002139277,0.002296496,0.0006338991,0.003101895,0.002779796,0.00006941391,0.001001725],"genre_scores_gemma":[0.0103749,0.971805,0.008938473,0.001360955,0.0002560162,0.005076089,0.001944227,0.00004096017,0.000203386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05662609,"threshold_uncertainty_score":0.2994709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962994807711557,"score_gpt":0.4886136698136104,"score_spread":0.2923141890424547,"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."}}