{"id":"W2999031325","doi":"10.1002/jia2.25432","title":"HIV seroconcordance among heterosexual couples in rural KwaZulu‐Natal, South Africa: a population‐based analysis","year":2020,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NYU Grossman School of Medicine; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; National Institutes of Health; York University; Inyuvesi Yakwazulu-Natali; National Institute of Allergy and Infectious Diseases; Medical Research Council; Universität Heidelberg; Harvard T.H. Chan School of Public Health; South African Medical Research Council; University College London; Academy of Medical Sciences; Wellcome Trust; University of Cincinnati","keywords":"Demography; Medicine; Population; Human immunodeficiency virus (HIV); Incidence (geometry); Rural area; Heterosexuality; Environmental health; Homosexuality; Virology; Psychology","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":[0.00137514,0.0006838565,0.0006285126,0.002336595,0.000884866,0.0008263033,0.0009228727,0.0005223182,0.001598308],"category_scores_gemma":[0.003154491,0.0006736132,0.001022978,0.003707882,0.0005805804,0.0008691524,0.001199603,0.0004148847,0.0003316446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120411,"about_ca_system_score_gemma":0.0009285109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05627919,"about_ca_topic_score_gemma":0.05984061,"domain_scores_codex":[0.9990477,0.0003411219,0.0001312816,0.0001787849,0.0001290619,0.0001720485],"domain_scores_gemma":[0.9990122,0.0001389634,0.0004861082,0.0001025731,0.0001472296,0.0001128425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084088,0.00006314078,0.9949721,0.000114776,0.0002398753,0.0002881519,0.00129301,0.0001326816,0.0003797693,0.00004701336,0.0001430504,0.002218132],"study_design_scores_gemma":[0.00001691514,0.00009760362,0.9966024,0.00003913984,0.0001286749,0.0002365365,0.002061588,0.0004392705,0.00005230168,0.00003251703,0.000284087,0.000008897616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986148,0.0002318463,0.0001659735,0.00004494477,0.000002536181,0.00006083278,0.0006946169,0.000003711775,0.0001808678],"genre_scores_gemma":[0.9988201,0.0002085837,0.0002100908,0.00002385539,0.000003311587,0.00009884137,0.0005369734,0.000002181209,0.0000960182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05627919,"threshold_uncertainty_score":0.1119032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308926861900272,"score_gpt":0.3089555056147746,"score_spread":0.2780628194247474,"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."}}