{"id":"W4399328006","doi":"10.1136/bmjopen-2023-080022","title":"Assessing attitudes towards violence against women and girls, their determinants and health-seeking behaviour among women and men in South Sudan: a cross-sectional national survey","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; UNICEF","keywords":"Domestic violence; Medicine; Cross-sectional study; Demography; Public health; Suicide prevention; Logistic regression; Poison control; Environmental health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008555627,0.0002703018,0.0002527213,0.0005563964,0.0009339623,0.0004712033,0.0002951993,0.0003573396,0.001339615],"category_scores_gemma":[0.001117868,0.0004139338,0.0003614431,0.0009276104,0.0002749987,0.0003705238,0.0006266467,0.0004267415,0.0002843401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008456942,"about_ca_system_score_gemma":0.0007889204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04586191,"about_ca_topic_score_gemma":0.09651209,"domain_scores_codex":[0.9997084,0.00009979859,0.00003388537,0.00003064627,0.0000495684,0.00007772648],"domain_scores_gemma":[0.9995247,0.00005929231,0.0002139293,0.00001916084,0.00006966157,0.0001132571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001286051,0.00003691705,0.9980257,0.00002471005,0.000016987,0.00003622173,0.0007372944,0.00001100345,0.0001195795,0.00001099548,0.0001163822,0.0008514948],"study_design_scores_gemma":[0.000002654243,0.00005179663,0.9979391,0.00001641476,0.000008505412,0.00005822474,0.001585138,0.00002745793,0.00002712261,0.000006804089,0.0002749447,0.000001830985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988594,0.00009738252,0.00002077487,0.00005338499,0.000003007905,0.00002472145,0.0006842304,9.497074e-7,0.0002560733],"genre_scores_gemma":[0.9981578,0.0002793319,0.0001695161,0.00008923941,0.000005051703,0.00008544006,0.0007249549,9.307179e-7,0.0004878827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586191,"threshold_uncertainty_score":0.09118992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.170733343217092,"score_gpt":0.483828852238909,"score_spread":0.3130955090218169,"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."}}