{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007532636,0.0001635749,0.0002809968,0.0001044424,0.0002986046,0.00002679525,0.0001408387,0.000175043,0.0002295202],"category_scores_gemma":[0.0000347373,0.0001463614,0.00006016899,0.00013846,0.0002473296,0.00007789073,0.0003641815,0.0002569033,0.0001538192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591847,"about_ca_system_score_gemma":0.0001052157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000744084,"about_ca_topic_score_gemma":0.0003965124,"domain_scores_codex":[0.9987409,0.0002786982,0.0001701522,0.0003276725,0.00005229314,0.0004303102],"domain_scores_gemma":[0.9995952,0.00006960874,0.00004718747,0.0001851486,0.00006256997,0.00004028915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005871984,0.0001982669,0.9395689,0.00001447965,0.0003330382,0.0009515421,0.00110465,0.000005449097,0.04988412,0.000161675,0.000587674,0.006603003],"study_design_scores_gemma":[0.03924983,0.001989604,0.9025106,0.0001248801,0.00009633667,0.0003466609,0.002516468,0.0007128545,0.04861805,0.0004357953,0.002619237,0.0007796843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928203,0.00525972,0.00001154844,0.0003748815,0.0001039126,0.0003127505,0.0002299364,0.00002912757,0.0008577791],"genre_scores_gemma":[0.9962338,0.0009701793,0.00001716356,0.00008349946,0.00001324409,0.00001690606,0.0005066897,0.00001170351,0.002146818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03866263,"threshold_uncertainty_score":0.5968447,"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."}}