{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315845,0.0001123137,0.0002677288,0.00003211345,0.00008847767,0.00003232028,0.0003253431,0.000175629,0.0001152109],"category_scores_gemma":[0.001726124,0.00006647567,0.0003810659,0.0000461702,0.0001732954,0.0001852319,0.0001793697,0.0004511451,0.0000290904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973209,"about_ca_system_score_gemma":0.0001190978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003086157,"about_ca_topic_score_gemma":0.000007649885,"domain_scores_codex":[0.9985617,0.0003093313,0.0006342635,0.0001478215,0.0001649752,0.0001819117],"domain_scores_gemma":[0.998416,0.0006277934,0.0003310603,0.0001054021,0.0004745346,0.00004521113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004471243,0.0008017894,0.9328766,0.000003930389,0.00105184,0.000005134055,0.0004321307,0.00002042078,0.004692399,0.0001489364,0.05450024,0.0009953744],"study_design_scores_gemma":[0.01311575,0.001738761,0.9616143,0.00003238633,0.00006518876,0.00003500563,0.0003494043,0.00005606519,0.00149883,0.001519416,0.01987679,0.00009807811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929836,0.0003837266,0.000327931,0.00428526,0.001330115,0.0002763568,0.000110381,0.000004152987,0.0002984757],"genre_scores_gemma":[0.9935504,0.00009614987,0.0009930969,0.0005309055,0.00009491113,0.00001586401,0.00004780666,0.000007623408,0.004663251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03462345,"threshold_uncertainty_score":0.2710799,"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."}}