{"id":"W2109530717","doi":"10.1086/605503","title":"Impact of Select Immunologic and Virologic Biomarkers on CD4 Cell Count Decrease in Patients with Chronic HIV‐1 Subtype C Infection: Results from Sinikithemba Cohort, Durban, South Africa","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Center for AIDS Research, University of Washington; National Research Foundation; Wellcome Trust; Harvard University; National Cancer Institute; National Institutes of Health; International AIDS Vaccine Initiative; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation","keywords":"Immunology; Viral load; CD8; Medicine; Cohort; T cell; Lentivirus; Human leukocyte antigen; Population; Lymphocyte; Immune system; Internal medicine; Virology; Virus; Antigen; Viral disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380142,0.0005341959,0.0005947999,0.0006472049,0.0004117409,0.000852379,0.0005449831,0.0004152895,0.001265389],"category_scores_gemma":[0.002115595,0.0003677024,0.0006148472,0.0009258518,0.0003722454,0.0004330274,0.0006453564,0.0005506961,0.0002139863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000597215,"about_ca_system_score_gemma":0.0005963334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03055445,"about_ca_topic_score_gemma":0.0273255,"domain_scores_codex":[0.9993969,0.0001998469,0.00004028742,0.0001529423,0.00007987179,0.0001302207],"domain_scores_gemma":[0.9990118,0.000243507,0.0003105429,0.0001158507,0.0001123266,0.0002059919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002111623,0.00001347014,0.998776,0.000009353394,0.0000757007,0.00005074958,0.0001456728,0.00002867305,0.0002017869,0.000005777084,0.00003542175,0.0004461684],"study_design_scores_gemma":[0.00001310706,0.00009684329,0.9991583,0.000007034042,0.00005242556,0.0001017007,0.000265758,0.0001527784,0.00003983559,0.000006710983,0.0001027415,0.000002696839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993258,0.0001662644,0.00002824197,0.00001831262,0.00000157517,0.000005653196,0.0003569412,0.000001412907,0.00009585477],"genre_scores_gemma":[0.9994928,0.00006210424,0.00003762641,0.000008446205,0.000001809973,0.000009014808,0.0003075942,0.000001777882,0.00007881748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03055445,"threshold_uncertainty_score":0.06075317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138845100734782,"score_gpt":0.2777944131896811,"score_spread":0.2639099031162029,"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."}}