{"id":"W4382624076","doi":"10.29173/cjen205","title":"Domestic Abuse Screening: Normalizing Assessment at Triage through Simulations","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Domestic violence; Homicide; Health care; Triage; General partnership; Poison control; Medicine; Nursing; Suicide prevention; Public relations; Psychology; Criminology; Environmental health; Political science; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007577718,0.00101347,0.0003657861,0.0006633106,0.001417268,0.002810501,0.002379362,0.001114977,0.008350683],"category_scores_gemma":[0.03021949,0.0004489781,0.0007545031,0.0002919718,0.001625068,0.001894656,0.005265288,0.001462762,0.002206692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906688,"about_ca_system_score_gemma":0.00557504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851984,"about_ca_topic_score_gemma":0.008746885,"domain_scores_codex":[0.9926291,0.005308825,0.0002793167,0.0004421044,0.0009027733,0.0004379665],"domain_scores_gemma":[0.992846,0.003773103,0.0005212266,0.0006767657,0.001055488,0.001127416],"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":[0.001838053,0.008634777,0.05926796,0.002257804,0.000157531,0.002591786,0.06827352,0.06416318,0.01440838,0.02559114,0.04897023,0.7038456],"study_design_scores_gemma":[0.00162656,0.01357837,0.04381316,0.007905213,0.0004967354,0.006138534,0.07098385,0.3076554,0.03205014,0.08446442,0.4303102,0.0009774358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4422693,0.0005080196,0.4256721,0.01135216,0.001039814,0.0120697,0.00102109,0.004548239,0.1015196],"genre_scores_gemma":[0.6270366,0.0007582653,0.3578768,0.001120699,0.00008954864,0.005069705,0.0006474361,0.0001934477,0.007207462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008350683,"threshold_uncertainty_score":0.0400753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048623630727767,"score_gpt":0.4316658123547305,"score_spread":0.3268034492819538,"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."}}