{"id":"W3202227168","doi":"10.1101/2021.10.03.21264311","title":"High seroprevalence of <i>Leishmania infantum</i> is linked to immune activation in people with HIV: a two-stage cross-sectional study in Bahia, Brazil","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Fundação de Amparo à Pesquisa do Estado da Bahia; Fonds Wetenschappelijk Onderzoek; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Leishmania infantum; Seroprevalence; Serology; Leishmaniasis; Medicine; Immunology; Leishmania; Cross-sectional study; Seroconversion; Coinfection; Visceral leishmaniasis; Internal medicine; Virology; Human immunodeficiency virus (HIV); Antibody; Parasite hosting; Pathology","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":[0.0007362342,0.0002764925,0.000283757,0.0005488013,0.0004377048,0.0005328298,0.0003818022,0.0003770825,0.0007538559],"category_scores_gemma":[0.001191945,0.0003865632,0.0005286615,0.0004540094,0.0003362665,0.0003217051,0.0005097414,0.0003520954,0.0001201612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779224,"about_ca_system_score_gemma":0.0004279691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04143241,"about_ca_topic_score_gemma":0.04970654,"domain_scores_codex":[0.9996122,0.0001172335,0.00004113313,0.00009523766,0.00005591764,0.00007837346],"domain_scores_gemma":[0.9994086,0.00008540651,0.0002120377,0.00006797042,0.0001103833,0.0001155239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002150462,0.0000307237,0.9990317,0.000007036948,0.00002426065,0.00002884034,0.0002607826,0.000004886555,0.0002264131,0.000009964039,0.00002363927,0.0003303828],"study_design_scores_gemma":[0.00000568438,0.0001033481,0.9986877,0.00001183453,0.0000320604,0.0001330269,0.0007650414,0.00008545812,0.00005192539,0.000009762634,0.0001117982,0.000002420074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993753,0.0001193488,0.00005325529,0.00002749897,0.00000241415,0.00002308094,0.0001868849,0.000001562171,0.0002108052],"genre_scores_gemma":[0.9997454,0.00004621763,0.00004926894,0.00002058247,0.000001607128,0.00001037278,0.00008951912,4.69126e-7,0.0000365713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143241,"threshold_uncertainty_score":0.0823825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286899568001713,"score_gpt":0.3423202654307879,"score_spread":0.3136303086306166,"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."}}