{"id":"W1488576301","doi":"10.1177/003335490812300513","title":"Using Diagnostic Codes to Screen for Intimate Partner Violence in Oregon Emergency Departments and Hospitals","year":2008,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Public Health Service; Centers for Disease Control and Prevention","keywords":"Medicine; Emergency department; Domestic violence; Diagnosis code; Incidence (geometry); Medical record; Occupational safety and health; Injury prevention; Poison control; Suicide prevention; Family medicine; Medical emergency; Quarter (Canadian coin); Emergency medicine; Pediatrics; Psychiatry; Environmental health; Internal medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00117892,0.0003519747,0.0001505137,0.002527377,0.0002793411,0.0006179084,0.000655329,0.0003545303,0.001500533],"category_scores_gemma":[0.0128353,0.000266628,0.0002305241,0.001179396,0.0002452495,0.0004134862,0.0009354826,0.0004484594,0.0002258055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689121,"about_ca_system_score_gemma":0.001096601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009367291,"about_ca_topic_score_gemma":0.01321251,"domain_scores_codex":[0.9981146,0.0004478224,0.000427998,0.0001673396,0.0006247735,0.0002175409],"domain_scores_gemma":[0.9925882,0.00146215,0.003863001,0.0002259532,0.001300417,0.0005602793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001622142,0.00002613083,0.9950874,0.00002029034,0.000008836359,0.00006799821,0.00006192843,0.00004209191,0.00008795141,0.00001814468,0.0004797695,0.004083191],"study_design_scores_gemma":[0.00001888209,0.00008931872,0.994393,0.0001334882,0.00002776587,0.001331458,0.0006366757,0.001272593,0.0006364499,0.00007152207,0.001380838,0.00000788806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928269,0.0005226356,0.0007353024,0.0004169255,0.00003952439,0.000274242,0.0020321,0.00005091807,0.003101462],"genre_scores_gemma":[0.9939035,0.000369133,0.002665268,0.0001499051,0.00003282356,0.0001914601,0.002254863,0.000005832298,0.0004272888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009367291,"threshold_uncertainty_score":0.0186255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183741648279119,"score_gpt":0.4181631099741202,"score_spread":0.2997889451462083,"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."}}