{"id":"W3113470921","doi":"10.1093/cid/ciaa1904","title":"CD4 Count at Entry into Care and at Antiretroviral Therapy Prescription among Adults with Human Immunodeficiency Virus in the United States, 2005-2018","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia; Alberta Hip and Knee Clinic","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute on Drug Abuse; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Alcohol Abuse and Alcoholism; National Eye Institute; National Institute on Aging; Health Resources and Services Administration; Centers for Disease Control and Prevention; National Institutes of Health; McGill University Health Centre; National Institute on Minority Health and Health Disparities; McGill University; Kaiser Permanente; Emory University; Case Western Reserve University; University of North Carolina at Chapel Hill; Agency for Healthcare Research and Quality; Government of Alberta; University of Texas Southwestern Medical Center; University of Washington; Johns Hopkins University; Canadian Institutes of Health Research; Vanderbilt University; Ontario Ministry of Health and Long-Term Care","keywords":"Medical prescription; Antiretroviral therapy; Human immunodeficiency virus (HIV); Medicine; Virology; Internal medicine; Pediatrics; Immunology; Pharmacology; Viral load","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":[0.0003561256,0.0001967716,0.0002592188,0.000613576,0.0004405519,0.0007189463,0.0004981704,0.0004233465,0.001616795],"category_scores_gemma":[0.002107631,0.0001971063,0.0003231588,0.001266253,0.0001972659,0.0007370586,0.0006016805,0.000865578,0.0002222012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253968,"about_ca_system_score_gemma":0.0014944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1406409,"about_ca_topic_score_gemma":0.1790701,"domain_scores_codex":[0.999527,0.00005329955,0.00008589893,0.000108048,0.0001078275,0.0001179632],"domain_scores_gemma":[0.9988073,0.0001423702,0.0005386968,0.00002909337,0.0002332858,0.0002493654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008222224,0.00004325191,0.9954276,0.00002534734,0.00002917494,0.00003647856,0.00009450673,0.00007769516,0.00004020314,0.00003331054,0.001674463,0.002435664],"study_design_scores_gemma":[0.00001309384,0.00003932634,0.9982141,0.00004314929,0.00002255588,0.0000736966,0.0003701126,0.0001677742,0.00004901117,0.00001775585,0.0009854151,0.000004104551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816318,0.001298546,0.00008519409,0.000464614,0.00004671298,0.00002529766,0.0140773,0.00002226742,0.002348176],"genre_scores_gemma":[0.9891323,0.00058958,0.0001170343,0.0003571567,0.00004171033,0.0000365153,0.008587794,0.000004110436,0.00113359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406409,"threshold_uncertainty_score":0.2796445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937978018241369,"score_gpt":0.351257889187275,"score_spread":0.3218781090048614,"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."}}