{"id":"W4387448182","doi":"10.1101/2023.10.08.23296718","title":"Effects of COVID-19 mRNA vaccination on HIV viremia and reservoir size","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital; AIDS Vancouver; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Viremia; Virology; Coronavirus disease 2019 (COVID-19); Vaccination; Human immunodeficiency virus (HIV); Medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000475733,0.0001397546,0.0001834886,0.0001192656,0.0001133062,0.0002880572,0.0001523533,0.0002053921,0.001148493],"category_scores_gemma":[0.001503918,0.0001206275,0.000177799,0.0001420258,0.0002085816,0.0002231532,0.0001677106,0.0003107239,0.0001618202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006032762,"about_ca_system_score_gemma":0.0005067371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152357,"about_ca_topic_score_gemma":0.01107976,"domain_scores_codex":[0.9997033,0.00005790574,0.00001137228,0.00006746741,0.00006992951,0.00008998079],"domain_scores_gemma":[0.9993271,0.0001941794,0.0002290499,0.00005656486,0.0001087011,0.00008448732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01241479,0.0006953442,0.8316303,0.0001902832,0.0001971588,0.0001367021,0.0003467347,0.001362133,0.1006117,0.00008046487,0.000395392,0.05193912],"study_design_scores_gemma":[0.00003988954,0.003300896,0.9885815,0.0000107925,0.00004299858,0.00008879731,0.00008307527,0.0006212901,0.006891981,0.00001998386,0.0003144702,0.00000443722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990944,0.0002820127,0.00008448062,0.00003103591,0.000003068087,0.00000925037,0.0001517341,0.000009410111,0.0003347129],"genre_scores_gemma":[0.9995022,0.00004388644,0.00007895778,0.00001363744,0.000001996179,0.000007203287,0.00009991093,0.000001629921,0.0002505144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152357,"threshold_uncertainty_score":0.02291298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772561717968878,"score_gpt":0.3128359131482153,"score_spread":0.2851102959685265,"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."}}