{"id":"W3036297009","doi":"10.1016/j.ijid.2020.06.046","title":"Population prevalence of sexually transmitted infections in a high HIV burden district in KwaZulu-Natal, South Africa: Implications for HIV epidemic control","year":2020,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; National Institutes of Health; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Mycoplasma genitalium; Medicine; Syphilis; Chlamydia trachomatis; Trichomonas vaginalis; Neisseria gonorrhoeae; Population; Sexually transmitted disease; Gonorrhea; Gynecology; Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Obstetrics; Immunology; Environmental health; Biology; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871797,0.0003308888,0.0002906501,0.001301755,0.000689837,0.0007296341,0.0004871164,0.0003271134,0.001818418],"category_scores_gemma":[0.002130151,0.0003258562,0.0002667834,0.001539761,0.000527623,0.0009200229,0.0009274486,0.0003026945,0.0001581745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332397,"about_ca_system_score_gemma":0.0009621828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04370902,"about_ca_topic_score_gemma":0.04603599,"domain_scores_codex":[0.9994407,0.0002527725,0.00005517172,0.00006219899,0.00005644206,0.0001326797],"domain_scores_gemma":[0.9994096,0.0001064812,0.0002756717,0.00002176629,0.00008069264,0.0001058419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007825,0.00006955851,0.9887523,0.0002503155,0.00008694723,0.0006433384,0.002121218,0.0001933047,0.0009788272,0.0001504728,0.0003853268,0.006267752],"study_design_scores_gemma":[0.00001114033,0.00004740857,0.9972129,0.0000415553,0.00002326136,0.0002032927,0.001993834,0.0002027312,0.0000411539,0.00004696002,0.0001687738,0.000006932261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987659,0.0004345165,0.00006670788,0.0002006843,0.000004462276,0.00002884395,0.0002269947,0.000003455982,0.0002684694],"genre_scores_gemma":[0.999513,0.0001873797,0.0001103546,0.00002020074,0.000003137077,0.00002732865,0.00008627069,6.031677e-7,0.00005166898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04370902,"threshold_uncertainty_score":0.08690923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969350956860731,"score_gpt":0.3027822846036692,"score_spread":0.2830887750350619,"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."}}