{"id":"W2167698825","doi":"10.1128/aac.46.7.2087-2094.2002","title":"Genetic Divergence of Human Immunodeficiency Virus Type 1 Ethiopian Clade C Reverse Transcriptase (RT) and Rapid Development of Resistance against Nonnucleoside Inhibitors of RT","year":2002,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Biology; Virology; Clade; Reverse transcriptase; Efavirenz; Genotype; Virus; Genetics; Gene; Polymerase chain reaction; Phylogenetic tree; Viral load","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008280272,0.0002023276,0.0004234907,0.0001112226,0.0001113082,0.000005939522,0.00008364594,0.00009181685,0.000207791],"category_scores_gemma":[0.000005505126,0.000175877,0.00007129853,0.0001964411,0.0002101558,0.00004593887,0.00002514656,0.00008351896,0.00000297227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002608106,"about_ca_system_score_gemma":0.00004525188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002894668,"about_ca_topic_score_gemma":0.00001980442,"domain_scores_codex":[0.9987565,0.00002458742,0.0005635526,0.0002656668,0.0001923075,0.0001973911],"domain_scores_gemma":[0.9994359,0.00001030342,0.0002039102,0.0001883525,0.00008909524,0.00007244938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002602859,0.0008088351,0.03687864,0.0004786972,0.0002655153,0.00001891032,0.01311204,5.964457e-7,0.9281331,0.00001257613,0.007146222,0.01288453],"study_design_scores_gemma":[0.005751331,0.0002807256,0.2007133,0.001044821,0.0001534428,0.000008259015,0.0003540129,0.00001778217,0.7616295,0.000009576003,0.02964411,0.0003931237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979144,0.0007472358,0.00001354111,0.0004607446,0.00006512568,0.0002994546,0.0000207847,0.00001073927,0.0004679749],"genre_scores_gemma":[0.9875599,0.006766898,0.003744895,0.0004402132,0.00001257519,0.000002480822,0.00001662057,0.00002151445,0.001434956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665036,"threshold_uncertainty_score":0.7172056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204471731276801,"score_gpt":0.2432644025358214,"score_spread":0.2228172294081413,"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."}}