{"id":"W3176883758","doi":"10.1093/cid/ciab587","title":"Immunological Correlates of the HIV-1 Replication-Competent Reservoir Size","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health; University of Cape Town; Department of Science and Technology, Republic of South Africa; South African Medical Research Council; Wellcome Trust; University of North Carolina; National Institute of Allergy and Infectious Diseases; Poliomyelitis Research Foundation; Bill and Melinda Gates Foundation; Fogarty International Center; United States Agency for International Development","keywords":"Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; CD8; Immunology; Virology; Viral replication; Nadir; Immunopathology; CD4-CD8 Ratio; Virus; Viral load; Sida; Viral disease; Immune system; Lymphocyte subsets","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":[0.0004439506,0.0001047958,0.000138446,0.0003684667,0.0001266911,0.0004293022,0.0001949282,0.0002180135,0.0009707161],"category_scores_gemma":[0.002075213,0.00009812616,0.00007290153,0.0001488246,0.0002072739,0.0004361379,0.0001758163,0.0003743361,0.0001632831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251756,"about_ca_system_score_gemma":0.00009751741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003256077,"about_ca_topic_score_gemma":0.0002638522,"domain_scores_codex":[0.9998634,0.00004643415,0.00001306619,0.00002033586,0.00002318438,0.00003342963],"domain_scores_gemma":[0.998189,0.0006890676,0.0006707085,0.0001066166,0.0001319659,0.0002125067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008845348,0.0002709755,0.9125513,0.00003461758,0.00003925249,0.0001650007,0.0001690699,0.0004655704,0.0722104,0.0002753047,0.0001619155,0.01277213],"study_design_scores_gemma":[0.00001186508,0.0007315308,0.9876921,0.00001325706,0.00002889786,0.00100768,0.0001208168,0.001534771,0.008362396,0.0001874617,0.0003003817,0.000008931578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990802,0.0004576467,0.0001244893,0.00001586499,0.000001987253,0.000003734298,0.00006544407,0.000003534814,0.0002470614],"genre_scores_gemma":[0.999777,0.00004587543,0.0000507553,0.000005063026,0.000004126402,0.000002361299,0.00005448106,8.656605e-7,0.00005953049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009707161,"threshold_uncertainty_score":0.00324738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247000166797815,"score_gpt":0.3349298975047635,"score_spread":0.3024598958367854,"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."}}