{"id":"W2047656200","doi":"10.1016/j.jmaa.2012.05.027","title":"Role of CD4 + T-cell proliferation in HIV infection under antiretroviral therapy","year":2012,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral replication; Virology; Reverse transcriptase; Stimulation; Cd4 t cell; Virus; Viral load; Immunology; Medicine; Biology; T cell; Immune system; Internal medicine; RNA; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003105058,0.00005651361,0.000231176,0.0002332242,0.00004325172,0.000007502258,0.00004148356,0.00005559905,0.0001924343],"category_scores_gemma":[0.00001188136,0.00003715414,0.0001080429,0.0003195462,0.00005337879,0.00008307549,0.00001084298,0.0001065359,0.00004594694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597805,"about_ca_system_score_gemma":0.00001702665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000108623,"about_ca_topic_score_gemma":0.00000495606,"domain_scores_codex":[0.999392,0.00006961809,0.0003241679,0.00005265468,0.00004783633,0.0001136682],"domain_scores_gemma":[0.9995753,0.00008121774,0.0001664789,0.00008184909,0.00006461226,0.00003060297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010103,0.004615313,0.69853,0.0000492647,0.001439685,3.451792e-7,0.000825924,0.00007257768,0.247563,0.02186289,0.0001213266,0.02481869],"study_design_scores_gemma":[0.004083328,0.0008811002,0.7783855,0.00004840252,0.001451369,0.00007819119,0.001091323,0.0003578509,0.1836102,0.02541448,0.004312395,0.0002858314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971159,0.001713841,0.02633553,0.0001074837,0.000004377623,0.0001363388,0.000007099515,0.000002608718,0.0005337158],"genre_scores_gemma":[0.9990728,0.0003207442,0.0004008358,0.000008295005,0.00002034993,0.0000208918,0.00001685948,0.000002721224,0.0001364589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07985549,"threshold_uncertainty_score":0.210702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299758873088069,"score_gpt":0.2784804479777725,"score_spread":0.2654828592468918,"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."}}