{"id":"W4385516575","doi":"10.1093/ve/vead046","title":"Dating reservoir formation in virologically suppressed people living with HIV-1 in Rakai, Uganda","year":2023,"lang":"en","type":"article","venue":"Virus Evolution","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"NHLBI Division of Intramural Research; Canada Research Chairs; National Institute of Allergy and Infectious Diseases; Division of Intramural Research, National Institute of Allergy and Infectious Diseases; Fogarty International Center; Gilead Sciences; National Institutes of Health; amfAR, The Foundation for AIDS Research","keywords":"Human immunodeficiency virus (HIV); Developing country; Virology; Medicine; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004295476,0.0001061792,0.0001605615,0.0003177482,0.0001281669,0.00001495024,0.0001163977,0.0001345947,0.0002670875],"category_scores_gemma":[0.0002428686,0.00008331757,0.00002401052,0.0006065382,0.00004782705,0.0002539635,0.00008955038,0.0002419283,0.00177117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903996,"about_ca_system_score_gemma":0.00004792844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055205,"about_ca_topic_score_gemma":0.007641917,"domain_scores_codex":[0.9987672,0.0002926446,0.0002208301,0.0002204346,0.00005861051,0.0004402798],"domain_scores_gemma":[0.9994909,0.0002395485,0.00005399825,0.0001669189,0.00002950893,0.00001914023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006985248,0.0003575845,0.5063259,0.00006170641,0.00004381337,0.00006465556,0.002465361,0.002078807,0.4820427,0.0002973935,0.003992827,0.001570749],"study_design_scores_gemma":[0.002071486,0.0002821904,0.9898079,0.0001066139,0.000005249616,0.00001774282,0.0005155072,0.0009849666,0.005311746,0.0001170578,0.0006599582,0.0001195698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997874,0.0002101914,0.0004078349,0.0002110395,0.0000458604,0.000303228,0.00005074642,0.00009535744,0.0008016992],"genre_scores_gemma":[0.9987763,0.00006938704,0.00005705505,0.0000131352,0.000009457337,0.0001218966,0.0005103573,0.000008426588,0.0004339759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.483482,"threshold_uncertainty_score":0.9990061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802642157283346,"score_gpt":0.2557099844921292,"score_spread":0.2376835629192957,"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."}}