{"id":"W2155653612","doi":"10.7448/ias.18.1.20052","title":"CD4:CD8 ratio as a frontier marker for clinical outcome, immune dysfunction and viral reservoir size in virologically suppressed HIV‐positive patients","year":2015,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"China Scholarship Council; McGill University; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; CD4-CD8 Ratio; CD8; Immune system; Context (archaeology); Immunology; Population; Viral load; Cytotoxic T cell; Internal medicine; Human immunodeficiency virus (HIV); Biology; Lymphocyte subsets; Genetics","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":[0.001401277,0.0006292418,0.00211613,0.007665515,0.0002184734,0.0015274,0.000885612,0.0009150931,0.001861685],"category_scores_gemma":[0.006058429,0.0002970233,0.001890403,0.007303196,0.000444066,0.001094748,0.0004191624,0.0004578976,0.0002518784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008660792,"about_ca_system_score_gemma":0.002076269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329814,"about_ca_topic_score_gemma":0.003483909,"domain_scores_codex":[0.9987572,0.0003155491,0.0004977244,0.0001573051,0.0002265803,0.00004563063],"domain_scores_gemma":[0.9958332,0.00306221,0.0006984934,0.00003868903,0.0003239807,0.00004339988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004267736,0.00006798033,0.0141322,0.4738527,0.003031801,0.0006235683,0.0005327684,0.0003436208,0.0007886379,0.001065515,0.01091164,0.4942229],"study_design_scores_gemma":[0.0001698,0.0009793548,0.09979275,0.6207887,0.03355135,0.009532262,0.001613323,0.0006989776,0.001338029,0.002057014,0.2293156,0.0001628798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009154485,0.9985523,0.00003970076,0.0001302035,0.00005740155,0.000009705338,0.00009769623,0.000002473661,0.0001949358],"genre_scores_gemma":[0.008184056,0.991107,0.0002076323,0.0001665903,0.0001034291,0.00003362348,0.0001114417,0.000001520508,0.00008462927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007665515,"threshold_uncertainty_score":0.007410765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299140800846703,"score_gpt":0.3289621835859296,"score_spread":0.2959707755774626,"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."}}