{"id":"W90835625","doi":"10.1177/135965350300800504","title":"Total Lymphocyte Count as a Possible Surrogate of Cd4 Cell Count to Prioritize Eligibility for Antiretroviral Therapy among HIV-Infected Individuals in Resource-Limited Settings","year":2003,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; AIDS Vancouver; University of British Columbia; Engineers Without Borders Canada","funders":"","keywords":"Antiretroviral therapy; Immunology; Medicine; Human immunodeficiency virus (HIV); Viral load; Lymphocyte; Coinfection; Virology; Lentivirus; Viral disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00253815,0.0004089307,0.0004757128,0.0006145493,0.0001772472,0.0007501309,0.0003788701,0.0003952463,0.000905271],"category_scores_gemma":[0.008577615,0.0001894681,0.0002639194,0.0004630395,0.0002648106,0.000390286,0.0003756378,0.0006186996,0.0001602871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306215,"about_ca_system_score_gemma":0.0005734321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255206,"about_ca_topic_score_gemma":0.003731903,"domain_scores_codex":[0.998784,0.000912981,0.00004732151,0.00006836507,0.0001172859,0.00007005213],"domain_scores_gemma":[0.9961999,0.002292266,0.0008765968,0.00009934029,0.0001927075,0.00033918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009292296,0.00009767835,0.9850608,0.00005549422,0.00009909419,0.00009004732,0.00006187616,0.0007213241,0.0004519315,0.00004073257,0.0003120661,0.01207969],"study_design_scores_gemma":[0.0002250169,0.002330206,0.9674898,0.0001612322,0.0003013542,0.0009823422,0.000645313,0.02537672,0.0009877522,0.000411278,0.001057299,0.00003177695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964768,0.001580995,0.0009949331,0.0003019951,0.00001687466,0.00003503323,0.0001616423,0.00001271715,0.000419142],"genre_scores_gemma":[0.9981995,0.0002533384,0.001214362,0.00008022301,0.00003202563,0.00002114324,0.00009942071,0.000002550773,0.0000974587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00253815,"threshold_uncertainty_score":0.01342314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470521019781722,"score_gpt":0.2849259927228821,"score_spread":0.2702207825250649,"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."}}