{"id":"W2792985786","doi":"10.1177/2040206618762985","title":"Frequent cross-resistance to rilpivirine among subtype C HIV-1 from first-line antiretroviral therapy failures in South Africa","year":2018,"lang":"en","type":"article","venue":"Antiviral chemistry & chemotherapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"Bill and Melinda Gates Foundation","keywords":"Rilpivirine; Efavirenz; Virology; Reverse transcriptase; Reverse-transcriptase inhibitor; Nevirapine; Drug resistance; Nucleoside Reverse Transcriptase Inhibitor; Medicine; Resistance mutation; Human immunodeficiency virus (HIV); Viral load; Antiretroviral therapy; Biology; Polymerase chain reaction; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003078678,0.0003756867,0.0002953646,0.0008747502,0.0008109257,0.0005056315,0.0002452231,0.0003546329,0.001615114],"category_scores_gemma":[0.001125439,0.0001864036,0.0001435425,0.0005637019,0.0004956711,0.0003032768,0.000345047,0.0002458641,0.0001385068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999487,"about_ca_system_score_gemma":0.0003224802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459839,"about_ca_topic_score_gemma":0.01642105,"domain_scores_codex":[0.9997382,0.00005371654,0.00002029933,0.00006558567,0.00003926427,0.00008302207],"domain_scores_gemma":[0.9996215,0.00008733357,0.0001481207,0.00002401298,0.00005666911,0.00006231177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002380964,0.00006657679,0.9666528,0.00008885947,0.00003805544,0.001945472,0.004075855,0.00005900965,0.01708641,0.00004169831,0.0001992263,0.009507979],"study_design_scores_gemma":[0.00002147025,0.0002686253,0.9910395,0.00002918269,0.00003150037,0.003798419,0.002427044,0.0001265935,0.00157854,0.00003049192,0.0006383847,0.00001015628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996684,0.00009418323,0.00003177637,0.00001776682,9.880226e-7,0.00001208507,0.00004412945,0.000001416648,0.0001293209],"genre_scores_gemma":[0.9997149,0.00007429937,0.00005665873,0.000022747,0.000001869896,0.000007159388,0.00004816459,0.000001072309,0.00007309034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459839,"threshold_uncertainty_score":0.02902687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393575490856098,"score_gpt":0.262476883679566,"score_spread":0.248541128771005,"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."}}