{"id":"W4386112754","doi":"10.17615/gy3j-p996","title":"Association of Race and Ethnicity with Initial Prescription of Antiretroviral Therapy among People with HIV in the US","year":2023,"lang":"en","type":"article","venue":"UNC Libraries","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institute of Nursing Research; Health Resources and Services Administration; National Cancer Institute; Government of Alberta; Agency for Healthcare Research and Quality; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; ViiV Healthcare","keywords":"Race (biology); Ethnic group; Medical prescription; Human immunodeficiency virus (HIV); Antiretroviral therapy; Association (psychology); Medicine; Demography; Family medicine; Psychology; Gender studies; Pharmacology; Sociology; Anthropology; Viral load; Psychotherapist","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":[0.0005915925,0.0001771342,0.0002174731,0.0006194542,0.0005348379,0.0004469011,0.0003909375,0.0004599603,0.002066622],"category_scores_gemma":[0.002236926,0.0002578028,0.0004095868,0.00108828,0.0002885943,0.0004310813,0.0003814172,0.0005567802,0.0002372622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904747,"about_ca_system_score_gemma":0.0004900472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02516755,"about_ca_topic_score_gemma":0.03082987,"domain_scores_codex":[0.9994956,0.0001306363,0.00006818034,0.0001146677,0.000101622,0.00008930398],"domain_scores_gemma":[0.9984586,0.0001922642,0.0009268936,0.00008342098,0.0001304664,0.0002083806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003897829,0.00002461659,0.9993635,0.000003403522,0.0000202446,0.00001208325,0.00003584061,0.00001357277,0.00003115522,0.000007167424,0.00008975483,0.0003596632],"study_design_scores_gemma":[0.000005135979,0.00003151084,0.9994482,0.000008717801,0.0000158256,0.00006715988,0.0001727697,0.0001167889,0.00002166919,0.00001397463,0.00009617768,0.000002033644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981286,0.0002480801,0.00003596834,0.0001185178,0.000008675417,0.000009167359,0.0009477884,0.000002508856,0.000500707],"genre_scores_gemma":[0.9992687,0.0001165253,0.00003973182,0.00005320195,0.000008307071,0.00001159532,0.0003687413,0.000001166385,0.0001319866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02516755,"threshold_uncertainty_score":0.05004215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192654493740434,"score_gpt":0.287497259390136,"score_spread":0.2655707144527317,"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."}}