{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007200854,0.0003284936,0.0005239797,0.00009888642,0.001564213,0.0002850057,0.0003133141,0.0002541131,0.0001030235],"category_scores_gemma":[0.001857149,0.0002229452,0.0002195563,0.0001359611,0.001156658,0.0002662867,0.00008630744,0.0003634802,0.000134929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038844,"about_ca_system_score_gemma":0.0002482356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006509071,"about_ca_topic_score_gemma":0.0003862139,"domain_scores_codex":[0.997282,0.000763,0.0006566569,0.0006279079,0.0001460065,0.0005244288],"domain_scores_gemma":[0.9975877,0.0009210606,0.0003943573,0.000749727,0.0002644113,0.00008269122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038257,0.005785891,0.9815412,0.00001362861,0.0004363363,0.000006973699,0.00005506038,0.000001454851,0.001122064,0.0002736361,0.001225714,0.008499788],"study_design_scores_gemma":[0.01308106,0.01099679,0.9734632,0.00003584563,0.00008560332,9.798032e-7,0.00002728077,0.00001459296,0.0003837839,0.0002776595,0.001394454,0.0002387902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938554,0.0009586177,0.000007413524,0.0001157574,0.0006362551,0.003094252,0.0005903338,0.00008666996,0.0006552927],"genre_scores_gemma":[0.9965859,0.001214822,7.913462e-7,0.0002628518,0.00006339933,0.0005316103,0.001049866,0.00002930311,0.0002614473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204281,"threshold_uncertainty_score":0.9997356,"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."}}