{"id":"W1894284833","doi":"10.1093/cid/civ809","title":"Early Initiation Rather Than Prolonged Duration of Antiretroviral Therapy in HIV Infection Contributes to the Normalization of CD8 T-Cell Counts","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; McGill University Health Centre","funders":"McGill University; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; CD8; Viral load; Antiretroviral therapy; Chronic infection; Immunology; CD4-CD8 Ratio; Internal medicine; Human immunodeficiency virus (HIV); Gastroenterology; Immune system; Lymphocyte subsets","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":[0.0004991802,0.0001580876,0.0001958397,0.0001962333,0.0002020689,0.0004960801,0.0001784417,0.0002381377,0.001708611],"category_scores_gemma":[0.001978772,0.0001142585,0.000148513,0.0002302107,0.0001890401,0.0002484098,0.000242983,0.000341588,0.0002089016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904095,"about_ca_system_score_gemma":0.0002365355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075719,"about_ca_topic_score_gemma":0.0008259589,"domain_scores_codex":[0.999836,0.00004071184,0.00001463557,0.00003068527,0.00003923151,0.00003868107],"domain_scores_gemma":[0.9985812,0.0004098967,0.0006222452,0.00009346259,0.0001033265,0.0001898798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012874,0.0001130816,0.9620168,0.00006121316,0.00005384308,0.0002079086,0.0001281572,0.0002304578,0.007519541,0.00006654282,0.0001618056,0.02842758],"study_design_scores_gemma":[0.000007688278,0.0002661921,0.9977542,0.00001980636,0.0000240768,0.0004805179,0.00005697193,0.0002070476,0.0007581447,0.00005151317,0.0003713827,0.000002519172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981969,0.0009951825,0.0001447851,0.00005077629,0.000005966917,0.000005308503,0.00007113694,0.0000053208,0.0005246605],"genre_scores_gemma":[0.9994054,0.0002644691,0.0001021664,0.00001571049,0.00001104992,0.000003013413,0.00005994759,0.000001587271,0.0001366503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708611,"threshold_uncertainty_score":0.005715847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667823014976801,"score_gpt":0.3302202960892824,"score_spread":0.2935420659395144,"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."}}