{"id":"W4310709605","doi":"10.1016/s2352-3018(22)00305-8","title":"The effects of intimate partner violence on women's risk of HIV acquisition and engagement in the HIV treatment and care cascade: a pooled analysis of nationally representative surveys in sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université Laval; McGill University","funders":"European and Developing Countries Clinical Trials Partnership; Medical Research Council; Fonds de Recherche du Québec - Santé; Foreign, Commonwealth and Development Office; Medical Research Council Canada; Canada Research Chairs; Canadian Institutes of Health Research; European Commission","keywords":"Medicine; Domestic violence; Poisson regression; Demography; Population; Viral load; Men who have sex with men; Reproductive health; Public health; Environmental health; Gerontology; Poison control; Human immunodeficiency virus (HIV); Injury prevention; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004755022,0.0000991956,0.0003210134,0.0001282923,0.0003721994,0.00002005529,0.0002846289,0.00002285975,0.00001355373],"category_scores_gemma":[0.000186409,0.00005558117,0.00005366881,0.0007017781,0.0003253212,0.00004888455,0.00008800013,0.000145705,7.190399e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292618,"about_ca_system_score_gemma":0.00004364704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380811,"about_ca_topic_score_gemma":0.0002895079,"domain_scores_codex":[0.9941447,0.004790708,0.000258783,0.0001910623,0.0003944026,0.0002203468],"domain_scores_gemma":[0.9972242,0.002216209,0.0002345349,0.0002439926,0.00006177303,0.00001929668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008068631,0.0005573638,0.3170241,0.0001565035,0.001156365,0.00001707277,0.6447522,0.007903757,0.002186358,0.01390966,0.0006605838,0.01086912],"study_design_scores_gemma":[0.0008497993,0.0001866596,0.9602522,0.00006229042,0.0002209709,1.740227e-7,0.03529338,0.001094998,0.0006471373,0.001159767,0.0001521826,0.00008039184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99585,0.001286626,0.00002128568,0.0002279473,0.00002589212,0.0005517658,0.000249827,0.000005318269,0.001781337],"genre_scores_gemma":[0.9957065,0.003926282,0.00001114139,0.00003482969,0.00001524782,0.0002510654,0.00002333982,0.000003919993,0.00002769884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6432281,"threshold_uncertainty_score":0.2862695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226493130592275,"score_gpt":0.3148373560869663,"score_spread":0.2925724247810435,"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."}}