{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009216448,0.0002889175,0.0003049437,0.001290012,0.0009552012,0.0009235141,0.0004208764,0.0004679332,0.001002465],"category_scores_gemma":[0.003877022,0.0005765944,0.0001494469,0.0009543257,0.0004106923,0.0008521402,0.001115931,0.0006351334,0.0002103152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837587,"about_ca_system_score_gemma":0.0003670223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473511,"about_ca_topic_score_gemma":0.01748381,"domain_scores_codex":[0.9995553,0.0001887639,0.00003226497,0.00006347769,0.00004664216,0.0001135711],"domain_scores_gemma":[0.9993975,0.0001480819,0.0002486398,0.00003986444,0.0001013013,0.00006459688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276164,0.00003156969,0.9880788,0.00004602983,0.00001370245,0.0002281429,0.005284896,0.00007462721,0.0006843486,0.00006195426,0.0001216711,0.00524656],"study_design_scores_gemma":[0.000007668075,0.0002018148,0.9896856,0.0001028037,0.00002215932,0.0007311972,0.007428802,0.0005852588,0.0004581324,0.0001383752,0.0006233319,0.00001478975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994535,0.0001926541,0.000077126,0.00001328096,0.000001506107,0.000008946562,0.00009094807,0.000001600012,0.0001604098],"genre_scores_gemma":[0.9995317,0.0001327133,0.0001510982,0.00001004293,0.000001723565,0.00001194402,0.00005629872,0.000001399619,0.0001030096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473511,"threshold_uncertainty_score":0.02929866,"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."}}