{"id":"W4404471199","doi":"10.1093/jac/dkae408","title":"Pretreatment and acquired HIV drug resistance in Belize—results of nationally representative surveys, 2021–22","year":2024,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; World Health Organization; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Dolutegravir; Medicine; Nevirapine; HIV drug resistance; Efavirenz; Drug resistance; Integrase inhibitor; Integrase; Cross-sectional study; Young adult; Viral load; Internal medicine; Antiretroviral therapy; Human immunodeficiency virus (HIV); Virology; Biology","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":[0.001463966,0.0002708815,0.0002699168,0.0008242948,0.0005385163,0.0006042257,0.0005561652,0.0003463786,0.001248363],"category_scores_gemma":[0.00145075,0.000370472,0.0003823666,0.001240661,0.0004666841,0.0006824232,0.0008157468,0.0005222873,0.0003184892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128722,"about_ca_system_score_gemma":0.001717498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3399535,"about_ca_topic_score_gemma":0.3483677,"domain_scores_codex":[0.9992757,0.0002531133,0.00005550721,0.000126609,0.0001183613,0.0001705933],"domain_scores_gemma":[0.9990595,0.0001007725,0.0003754912,0.0000766185,0.0002382035,0.0001494426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004495325,0.00004602696,0.9972726,0.00001834577,0.00002912617,0.00002706242,0.0002757733,0.0001105581,0.0001002246,0.00002671935,0.000665198,0.001383484],"study_design_scores_gemma":[0.00000335852,0.00002417858,0.9993722,0.000005051139,0.000005166068,0.00002014697,0.0002457966,0.00006774547,0.00001518353,0.000002965619,0.0002367654,0.000001499302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934574,0.0003249189,0.0001322583,0.0001975174,0.0000110051,0.00004611632,0.004500761,0.00001392577,0.001316131],"genre_scores_gemma":[0.9955994,0.0001948898,0.0001961245,0.0001377289,0.00001012299,0.00004229562,0.003402717,0.000003201411,0.0004134862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399535,"threshold_uncertainty_score":0.6759494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009204698843173027,"score_gpt":0.2759719528258734,"score_spread":0.2667672539827004,"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."}}