{"id":"W4318671817","doi":"10.1111/jpm.12905","title":"Short‐term risk assessment in the long term: A scoping review and meta‐analysis of the Brøset Violence Checklist","year":2023,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Checklist; Term (time); Meta-analysis; Set (abstract data type); Risk assessment; Human factors and ergonomics; Psychology; Poison control; MEDLINE; Medicine; Medical emergency; Computer science; Computer security; Political science; Cognitive 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":[0.04582858,0.002386391,0.01403306,0.008614033,0.001104683,0.005655115,0.002716272,0.00280886,0.005469409],"category_scores_gemma":[0.1246884,0.001347026,0.0290664,0.008622059,0.001137101,0.004332469,0.003157521,0.003205742,0.0004253938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004643122,"about_ca_system_score_gemma":0.01275289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009627849,"about_ca_topic_score_gemma":0.02429389,"domain_scores_codex":[0.9656531,0.01513239,0.01188585,0.00235847,0.004277954,0.0006923818],"domain_scores_gemma":[0.8894833,0.08215736,0.01686822,0.002896784,0.008001742,0.0005927348],"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":[0.0008942564,0.0000452497,0.002703877,0.8099772,0.1547755,0.00008386169,0.0003261634,0.0002179657,0.0001197557,0.0002768108,0.001013406,0.02956594],"study_design_scores_gemma":[0.0004785041,0.0003940698,0.006199863,0.4615721,0.5227026,0.0001777186,0.0003372924,0.0001872782,0.0001909026,0.0005871835,0.007107368,0.00006496521],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001823559,0.9956495,0.0006143511,0.0003644042,0.0001772961,0.0006443488,0.0004761586,0.00001570655,0.0002346416],"genre_scores_gemma":[0.07766746,0.9094781,0.004112822,0.001870879,0.0003885418,0.00488851,0.001208909,0.00003898789,0.0003458677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04582858,"threshold_uncertainty_score":0.2423676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08798565621569635,"score_gpt":0.4909396328956385,"score_spread":0.4029539766799421,"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."}}