{"id":"W4415255527","doi":"10.29173/cjen243","title":"Novel simulation-based education used for Domestic Abuse Screening for Emergency Department Healthcare Professionals","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Emergency department; Health care; Suicide prevention; Occupational safety and health; Poison control; Human factors and ergonomics; Health professionals","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611174,0.0006562067,0.0002390093,0.0005180743,0.0005204458,0.0006217163,0.001217944,0.0007781275,0.006643703],"category_scores_gemma":[0.006713107,0.0002626847,0.0006564044,0.000193865,0.0004762643,0.0004944606,0.001968825,0.0008096726,0.0006717853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005681239,"about_ca_system_score_gemma":0.001545758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275422,"about_ca_topic_score_gemma":0.001782721,"domain_scores_codex":[0.9990422,0.000625062,0.00004158419,0.00007367134,0.0001038421,0.0001136405],"domain_scores_gemma":[0.9975696,0.001341179,0.0001874089,0.0001637471,0.0001212293,0.0006168857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007117353,0.07909086,0.06073875,0.002952394,0.0003443024,0.003627665,0.01886562,0.07454509,0.04246601,0.004437169,0.01440072,0.6914141],"study_design_scores_gemma":[0.0161302,0.1640383,0.1939725,0.004584406,0.001110957,0.01067843,0.01919401,0.2656094,0.07858895,0.01598865,0.2291889,0.0009154771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365982,0.0002599389,0.04493307,0.001316031,0.000235899,0.00331132,0.000260969,0.0009427001,0.01214181],"genre_scores_gemma":[0.9258729,0.0003176543,0.06847148,0.0002688774,0.00005283817,0.002617968,0.0002399242,0.00002151371,0.00213684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006643703,"threshold_uncertainty_score":0.02222544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06944798247362134,"score_gpt":0.4507697296936486,"score_spread":0.3813217472200273,"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."}}