{"id":"W3166550879","doi":"10.1097/qai.0000000000002743","title":"What Is the Burden of Heterosexually Acquired HIV Due to HSV-2? Global and Regional Model-Based Estimates of the Proportion and Number of HIV Infections Attributable to HSV-2 Infection","year":2021,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust; World Health Organization","keywords":"Transmission (telecommunications); Epidemiology; Medicine; Population; Demography; Virology; Immunology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179244,0.0005681094,0.0005870854,0.0005537352,0.0001189699,0.0009479649,0.0009570933,0.0005087274,0.001154077],"category_scores_gemma":[0.004222399,0.0002690279,0.001285843,0.0005487634,0.0003280741,0.001095016,0.0005060023,0.0004511672,0.0001821537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460505,"about_ca_system_score_gemma":0.001039419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03430781,"about_ca_topic_score_gemma":0.01287203,"domain_scores_codex":[0.9994948,0.0002792625,0.00001841994,0.0001074213,0.00004371427,0.00005633863],"domain_scores_gemma":[0.9987726,0.0005762796,0.0003375653,0.00006862597,0.0001902407,0.00005467646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001003268,0.00002708557,0.100852,0.0002391236,0.0007362111,0.0001673884,0.0001010531,0.8790861,0.0006942109,0.006236475,0.001239435,0.01052064],"study_design_scores_gemma":[0.00004977201,0.0001379933,0.05984237,0.0002361519,0.0007501827,0.0003250006,0.0005150698,0.9168508,0.001025697,0.01705917,0.003144739,0.00006304013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854314,0.00790418,0.08916786,0.003437242,0.00008881883,0.00009180672,0.004220842,0.0001612755,0.009496559],"genre_scores_gemma":[0.9931005,0.00164849,0.004196502,0.0001493423,0.00002257048,0.00002733973,0.0005508969,0.00001492538,0.0002893646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03430781,"threshold_uncertainty_score":0.0682162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273852728770044,"score_gpt":0.3053535199677102,"score_spread":0.2826149926800097,"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."}}