{"id":"W127451339","doi":"10.1089/aid.2014.0043","title":"Prevalence and Virologic Consequences of Transmitted HIV-1 Drug Resistance in Uganda","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Cancer Institute; National Institute of Mental Health; Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Nevirapine; Medicine; Regimen; Drug resistance; Viral load; Internal medicine; HIV drug resistance; Human immunodeficiency virus (HIV); Cohort; Virology; Antiretroviral therapy; Immunology; Biology","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":[0.001075153,0.0002690833,0.0003426644,0.00123416,0.0005362168,0.0009225998,0.0003832807,0.0003564169,0.0007010574],"category_scores_gemma":[0.004613764,0.0005667115,0.0002046382,0.0009760723,0.000772966,0.0007195245,0.00114386,0.000484449,0.0001290101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425463,"about_ca_system_score_gemma":0.0003027984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850114,"about_ca_topic_score_gemma":0.00720857,"domain_scores_codex":[0.9990739,0.000472462,0.0001029151,0.0001082554,0.00009573077,0.0001467741],"domain_scores_gemma":[0.9980301,0.0003348692,0.001242432,0.0001171594,0.0001484196,0.0001270069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009163732,0.00002260556,0.9932874,0.00004388161,0.0000435065,0.0002517609,0.0009537835,0.00007682705,0.0004998598,0.00003221608,0.00004739456,0.004649181],"study_design_scores_gemma":[0.000005587246,0.0000962475,0.9980984,0.00003188952,0.00001688102,0.0006201564,0.0007640193,0.0000856769,0.0001004199,0.00004012358,0.0001344587,0.0000061284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99923,0.0004673347,0.00002880283,0.00002287512,0.000001224722,0.000004441637,0.00007807209,0.000001403613,0.0001659758],"genre_scores_gemma":[0.999448,0.0003402914,0.00007578842,0.00001537173,0.000002552574,0.00000856673,0.00005219503,0.000001342204,0.00005598967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004850114,"threshold_uncertainty_score":0.009643793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255780298273655,"score_gpt":0.3354146518980562,"score_spread":0.2928568489153197,"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."}}