{"id":"W2736082768","doi":"10.1093/cid/cix466","title":"CD4:CD8 Ratio and CD8 Count as Prognostic Markers for Mortality in Human Immunodeficiency Virus–Infected Patients on Antiretroviral Therapy: The Antiretroviral Therapy Cohort Collaboration (ART-CC)","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary","funders":"National Institute on Alcohol Abuse and Alcoholism; Medical Research Council; National Institutes of Health; Institut National de la Santé et de la Recherche Médicale; National Institute of Allergy and Infectious Diseases; European Commission; Canadian Institutes of Health Research; National Institute for Health and Care Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Michael Smith Health Research BC","keywords":"Medicine; Antiretroviral therapy; CD4-CD8 Ratio; Cohort; Human immunodeficiency virus (HIV); Cohort study; CD8; Virology; Sida; Internal medicine; Immunology; Viral load; Viral disease; 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":[0.004871805,0.0004163413,0.0005766115,0.0008748881,0.0003591609,0.0008833185,0.0007055253,0.0005108821,0.0008637782],"category_scores_gemma":[0.006012668,0.0002254404,0.001025909,0.001621176,0.0002548086,0.0004018003,0.0007850784,0.0006670995,0.0001264787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605517,"about_ca_system_score_gemma":0.001073667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009920322,"about_ca_topic_score_gemma":0.01422875,"domain_scores_codex":[0.9986507,0.0005923903,0.0001386129,0.000278953,0.000221097,0.0001183586],"domain_scores_gemma":[0.9948866,0.001304748,0.001677074,0.0009399452,0.0006798166,0.0005117606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309411,0.000007723278,0.99799,0.00001296773,0.0002946031,0.00001016082,0.00002109007,0.0001242033,0.00004700953,0.0000199703,0.0002053738,0.0009575705],"study_design_scores_gemma":[0.00006926341,0.0001059526,0.9973999,0.0000262278,0.0003685014,0.0001264608,0.00006099681,0.0009211982,0.00009771126,0.00006264055,0.0007520814,0.000009107233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923579,0.001276009,0.0004385399,0.0001259641,0.00002568755,0.00002728736,0.005289653,0.00001069083,0.0004482314],"genre_scores_gemma":[0.9932709,0.0002993651,0.0005785798,0.00004453456,0.00003305553,0.00004272444,0.005498954,0.000005847583,0.0002260194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009920322,"threshold_uncertainty_score":0.02576482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324578764400212,"score_gpt":0.3690147099157978,"score_spread":0.3365568334757766,"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."}}