{"id":"W4320912943","doi":"10.21417/jaw2023jci","title":"Clonally expanded HIV-1 proviruses with 5’-Leader defects can give rise to nonsuppressible residual viremia","year":2023,"lang":"en","type":"dataset","venue":"immuneACCESS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; NIH Office of the Director; National Institutes of Health; Johns Hopkins University","keywords":"Viremia; Residual; Human immunodeficiency virus (HIV); Virology; Biology; Computer science; Algorithm","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":[0.0002996975,0.0002472459,0.0001855089,0.0001744755,0.000169819,0.0002807648,0.0002244237,0.0002624177,0.001323728],"category_scores_gemma":[0.0005782141,0.00009650373,0.0001513883,0.0001198104,0.0002354057,0.0001418553,0.0002248887,0.0004519471,0.0002459926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780557,"about_ca_system_score_gemma":0.0001474786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004033625,"about_ca_topic_score_gemma":0.0005077103,"domain_scores_codex":[0.9997861,0.00003366725,0.00001847119,0.00005499187,0.00006775343,0.00003908666],"domain_scores_gemma":[0.999592,0.0001516136,0.0001131636,0.00005291677,0.00004398609,0.00004625115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627277,0.0001533249,0.04441627,0.00005140411,0.00002851655,0.0009602027,0.000191704,0.0002205425,0.9441833,0.0001731502,0.0001416287,0.009217291],"study_design_scores_gemma":[0.00009771591,0.003584981,0.2799697,0.00003127193,0.0001995154,0.01815201,0.0003613136,0.004377212,0.688117,0.0005062405,0.004576434,0.00002669102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9987575,0.0001289612,0.0006481063,0.00001157016,0.00000365256,0.00002113509,0.00007381291,0.00001592969,0.0003393549],"genre_scores_gemma":[0.9988432,0.00004353575,0.000608785,0.00002598592,0.000004546257,0.00001869553,0.0002060694,0.00001012057,0.0002390629],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001323728,"threshold_uncertainty_score":0.004428327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250019711905329,"score_gpt":0.3029417770660542,"score_spread":0.2779398058755213,"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."}}