{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699534,0.00005507065,0.0001593942,0.0001183347,0.00003617688,0.00002541573,0.00005421562,0.00004055765,0.00004582135],"category_scores_gemma":[0.00015711,0.00003063017,0.0000278089,0.0004538551,0.0001382616,0.0003525379,0.00001946274,0.0001350833,0.000001332016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033845,"about_ca_system_score_gemma":0.00006837503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004911621,"about_ca_topic_score_gemma":0.0006045814,"domain_scores_codex":[0.9992408,0.0001227939,0.0001374913,0.00008371982,0.0002945833,0.0001206243],"domain_scores_gemma":[0.9995945,0.0001293756,0.00008285588,0.0001060858,0.00006298248,0.00002416693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006073597,0.00009254039,0.9850567,0.00008014181,0.00006053624,0.000004603388,0.004630079,0.000003784154,0.0008986283,0.001694099,0.006146262,0.0007252584],"study_design_scores_gemma":[0.001427992,0.003115005,0.9875601,0.0001487352,0.00001814398,0.000001726104,0.001359248,0.0005180551,0.005223544,0.0004124348,0.000178096,0.00003694286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965713,0.00009911713,0.0001235719,0.001101978,0.000007114335,0.0002718972,0.00002164557,0.00001970412,0.001783654],"genre_scores_gemma":[0.9960312,0.00005391848,0.0001791776,0.00002569433,0.00002588418,0.00001717274,0.00004785764,0.000007048838,0.003612069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005968166,"threshold_uncertainty_score":0.1249062,"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."}}