{"id":"W2949429944","doi":"10.1177/0886260519855666","title":"Toward Community Coverage on Self-Screening, Diagnosis, and Help-Seeking Behavior for Both Gender Victims of Intimate Partner Violence (IPV) in a Kenyan Setting: The Development of IPV–Brief Self-Screener (IPV-BSS) Version of the WHO-IPV Instrument","year":2019,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; World Health Organization","keywords":"Domestic violence; Medicine; Checklist; Mental health; Suicide prevention; Psychiatry; Poison control; Occupational safety and health; Public health; Family medicine; Intervention (counseling); Psychology; Nursing; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003487776,0.000307118,0.0006233288,0.0001888204,0.0004352843,0.00005431853,0.00117783,0.0001691697,0.00004321324],"category_scores_gemma":[0.0001992643,0.000205444,0.0002931541,0.0003072187,0.0003977173,0.000372506,0.0003729102,0.0007429241,0.000001592627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717378,"about_ca_system_score_gemma":0.0004208258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007420941,"about_ca_topic_score_gemma":0.00007827039,"domain_scores_codex":[0.9962857,0.0006674118,0.001203278,0.000274726,0.001094043,0.0004748669],"domain_scores_gemma":[0.9970455,0.0006520663,0.001369539,0.0003457377,0.0004596603,0.0001275122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009472895,0.001305794,0.8613139,0.0005972882,0.000272876,0.000006325267,0.1008181,0.0003172805,0.004771867,0.001890528,0.0001623642,0.02759637],"study_design_scores_gemma":[0.002533327,0.001237043,0.8999554,0.0135762,0.0002059383,0.00002325701,0.05007204,0.002631195,0.02777487,0.0004221009,0.001010905,0.0005577154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966891,0.0002698851,0.0007967738,0.00009627586,0.0003226377,0.0007843508,0.00004435275,0.00001285394,0.0009837829],"genre_scores_gemma":[0.9950778,0.0009774013,0.00354245,0.0002729532,0.00005324739,0.00004092115,0.000002396716,0.00002150674,0.00001132572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05074603,"threshold_uncertainty_score":0.8377764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731741980932632,"score_gpt":0.3094180614066465,"score_spread":0.2721006415973202,"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."}}