{"id":"W3212714974","doi":"10.1128/mbio.02490-21","title":"HIV Proviral Burden, Genetic Diversity, and Dynamics in Viremic Controllers Who Subsequently Initiated Suppressive Antiretroviral Therapy","year":2021,"lang":"en","type":"article","venue":"mBio","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Government of Canada; National Institutes of Health; Michael Smith Health Research BC; Wellcome Trust","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral replication; Provirus; Viral load; Virus; Lentivirus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003277342,0.0002130931,0.0002072557,0.000720947,0.0005134279,0.0005854763,0.0003017727,0.0003946913,0.0004816217],"category_scores_gemma":[0.001322503,0.0001451323,0.0001398933,0.0002686803,0.0003619896,0.0002968671,0.0003346663,0.0004594463,0.00006655048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486869,"about_ca_system_score_gemma":0.0002023695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005048884,"about_ca_topic_score_gemma":0.003382074,"domain_scores_codex":[0.9999207,0.00002190029,0.000003456445,0.00001949482,0.00001504075,0.00001937902],"domain_scores_gemma":[0.9997742,0.00008633332,0.00005325759,0.00001777177,0.00001679847,0.00005166528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001605656,0.0007036958,0.9037069,0.00002680324,0.00009203899,0.001400904,0.001773385,0.02187484,0.04108173,0.001210498,0.0003749506,0.02614864],"study_design_scores_gemma":[0.0001323338,0.002434765,0.7677637,0.00003602356,0.0001213848,0.003245538,0.00265094,0.207339,0.01192909,0.003091579,0.001162831,0.00009277606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997198,0.00002781801,0.0001385058,0.000009272769,4.791718e-7,0.000002460383,0.00001784294,0.000003620836,0.00008018583],"genre_scores_gemma":[0.9995585,0.00002770553,0.0002392491,0.000009409197,0.000001041409,0.000003248926,0.00006297987,0.000002068928,0.00009584153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005048884,"threshold_uncertainty_score":0.01003897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095037795421489,"score_gpt":0.2490260616425763,"score_spread":0.2280756836883614,"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."}}