{"id":"W4386408273","doi":"10.1093/infdis/jiad381","title":"Measuring Human Immunodeficiency Virus Reservoirs: Do We Need to Choose Between Quantity and Quality?","year":2023,"lang":"en","type":"review","venue":"The Journal of Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Delaney AIDS Research Enterprise; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Genome; Biology; Human immunodeficiency virus (HIV); Virology; Virus; Computational biology; Lentivirus; Antiretroviral therapy; Genetics; Viral disease; Viral load; Gene","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":[0.007154157,0.001632786,0.00489926,0.002975069,0.0004072758,0.003262245,0.003031087,0.003624211,0.002074022],"category_scores_gemma":[0.006073543,0.0007438156,0.001066281,0.002341034,0.003020886,0.006819361,0.001271022,0.005562812,0.002850896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907931,"about_ca_system_score_gemma":0.002293115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961383,"about_ca_topic_score_gemma":0.002032508,"domain_scores_codex":[0.9978461,0.0006193007,0.0002339261,0.0002892114,0.0008944254,0.0001169345],"domain_scores_gemma":[0.9943398,0.00364339,0.0003757003,0.0001545192,0.001264104,0.0002225471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001380062,0.00008549672,0.0008390798,0.017814,0.0001717782,0.0001436317,0.0001169067,0.000319375,0.004184261,0.01057382,0.0337969,0.9318168],"study_design_scores_gemma":[0.00003757676,0.0002709867,0.002108308,0.007869561,0.0002777688,0.001791951,0.0002767078,0.0002622324,0.002955361,0.01419212,0.9698623,0.00009516822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008589253,0.9969547,0.0005207182,0.001498648,0.0003748118,0.000008263777,0.00002347144,0.0000116875,0.0005217584],"genre_scores_gemma":[0.0008859914,0.9951402,0.001548071,0.001285715,0.0004914014,0.00003063559,0.00004576812,0.00001129648,0.0005610145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007154157,"threshold_uncertainty_score":0.03783524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513502016151613,"score_gpt":0.3947828712160931,"score_spread":0.2434326696009319,"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."}}