{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007625553,0.0001092265,0.0001834068,0.0003132282,0.001604971,0.00006167681,0.0002867753,0.00007532462,0.000911684],"category_scores_gemma":[0.0001989335,0.000114879,0.0001379533,0.0009551689,0.0001491445,0.0004917118,0.000005762086,0.0002008423,0.00004357133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316616,"about_ca_system_score_gemma":0.0009352957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007720565,"about_ca_topic_score_gemma":0.01200701,"domain_scores_codex":[0.9983175,0.0001675564,0.0004779812,0.0001257776,0.0003116993,0.0005994358],"domain_scores_gemma":[0.9987769,0.00009968459,0.0002206741,0.0001240314,0.0002610541,0.0005176519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007356676,0.0001349089,0.2028811,0.00007409974,0.000303753,0.001402955,0.3611662,0.1047856,0.002002454,0.1298816,0.1792303,0.0180634],"study_design_scores_gemma":[0.002595247,0.000423596,0.4597069,0.002753066,0.0005780781,0.0001004607,0.08617029,0.01875307,0.000226831,0.04030541,0.3864822,0.001904807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976494,0.001514356,0.01099148,0.001738054,0.01212113,0.0003532455,0.00004697497,0.00007470673,0.1755106],"genre_scores_gemma":[0.9971339,0.0003202881,0.001237367,0.0000579777,0.0005189707,0.000001135597,0.000006680953,0.00001639373,0.0007073202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274996,"threshold_uncertainty_score":0.9996948,"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."}}