{"id":"W7117921331","doi":"10.64483/202522439","title":"Aggression: Health Security Risk Assessment, Prevention Strategies, and Incident Response in Healthcare and Community Settings","year":2025,"lang":"","type":"article","venue":"Saudi Journal of Medicine and Public Health","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Aggression; Health care; Harm; Poison control; Suicide prevention; Occupational safety and health; Intervention (counseling); Mental health","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":[0.005318975,0.0003999504,0.0005565783,0.002170585,0.001443565,0.002554249,0.0008527182,0.001143127,0.001490685],"category_scores_gemma":[0.0156521,0.0002821804,0.0004345017,0.001507794,0.0008749815,0.001802054,0.001677847,0.001117516,0.0001396877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430736,"about_ca_system_score_gemma":0.008604375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619396,"about_ca_topic_score_gemma":0.02653724,"domain_scores_codex":[0.9952028,0.003131693,0.0005452743,0.0002143543,0.0006159522,0.0002900009],"domain_scores_gemma":[0.9942315,0.002136147,0.00164103,0.00008746974,0.001136015,0.0007679011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002841732,0.0008704976,0.4412234,0.007266995,0.0004847392,0.001325864,0.007917397,0.000906988,0.0001756787,0.004373432,0.01192535,0.5232454],"study_design_scores_gemma":[0.0001129515,0.001244031,0.8723724,0.02136134,0.0007983533,0.004743998,0.05696497,0.003414313,0.0003783189,0.01073662,0.02770738,0.0001653703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5658969,0.3210336,0.004895197,0.07307554,0.001024599,0.00100331,0.0007922932,0.0001280181,0.03215065],"genre_scores_gemma":[0.9267899,0.06548427,0.004442005,0.00176021,0.0002732156,0.0003781503,0.0002869704,0.00000738245,0.0005779513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619396,"threshold_uncertainty_score":0.03219938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05317221563944755,"score_gpt":0.4333068310215259,"score_spread":0.3801346153820784,"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."}}