{"id":"W4395069809","doi":"10.1371/journal.pgph.0003134","title":"Safe sex negotiation and HIV risk reduction among women: A cross-sectional analysis of Burkina Faso 2021 Demographic and Health Survey","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Western University","funders":"","keywords":"Condom; Medicine; Context (archaeology); Demography; Logistic regression; Developing country; Population; Odds ratio; Cross-sectional study; Human immunodeficiency virus (HIV); Environmental health; Gynecology; Immunology; Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004237847,0.0001601326,0.0005435814,0.0009064297,0.0002963863,0.0002245503,0.00006887407,0.0001069183,0.000349887],"category_scores_gemma":[0.0005983461,0.0001475247,0.0001669206,0.003488435,0.0002583039,0.0003647966,0.00005878067,0.0003516452,0.000007070389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007593731,"about_ca_system_score_gemma":0.001082625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007001436,"about_ca_topic_score_gemma":0.002788341,"domain_scores_codex":[0.996789,0.0007042796,0.0007326892,0.0005334583,0.0006207929,0.0006197455],"domain_scores_gemma":[0.9981546,0.0000969879,0.000219669,0.000247739,0.0003109693,0.0009699945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004152916,0.000277573,0.9741023,0.0004576702,0.001315965,0.000001810756,0.0005429365,0.000007342131,0.000008565398,0.0002991907,0.004920299,0.01802486],"study_design_scores_gemma":[0.0004454375,0.001269264,0.9783522,0.00009224407,0.00005772841,0.00002080467,0.000416894,0.01837241,0.000001324309,0.0001279009,0.0007584364,0.00008537716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886796,0.003001928,0.001798156,0.004301808,0.00007524333,0.000461629,0.001264363,0.00005898281,0.0003582209],"genre_scores_gemma":[0.9951757,0.002702971,0.0001289453,0.0001103514,0.0001222966,0.00003572138,0.0009132655,0.00001251367,0.0007982361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836506,"threshold_uncertainty_score":0.999611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05077542702059964,"score_gpt":0.377709472227803,"score_spread":0.3269340452072034,"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."}}