{"id":"W2063250935","doi":"10.1097/qad.0000000000000404","title":"Selective acquisition of G190S in HIV-1 subtype A from Russia leading to efavirenz and nevirapine treatment failure","year":2014,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Nevirapine; Efavirenz; Human immunodeficiency virus (HIV); Virology; Medicine; Reverse-transcriptase inhibitor; Sida; Viral disease; Antiretroviral therapy; Viral load","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":[0.0004091618,0.0002495407,0.0002383773,0.0003433457,0.0005050186,0.000523357,0.0002224728,0.0003794522,0.003348886],"category_scores_gemma":[0.0007969152,0.0001111992,0.0002706512,0.0002748543,0.000392661,0.0001946945,0.000430988,0.0006216828,0.001055225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455912,"about_ca_system_score_gemma":0.0006374412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003165383,"about_ca_topic_score_gemma":0.003441527,"domain_scores_codex":[0.9996526,0.00009725085,0.00002526351,0.00006369454,0.00007865084,0.00008251448],"domain_scores_gemma":[0.9997645,0.00003463902,0.0001144252,0.00001790107,0.00002293464,0.00004567948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817262,0.000850834,0.5575112,0.0002783888,0.0003739712,0.03750535,0.0009107338,0.001455287,0.110385,0.008791959,0.01730792,0.2628122],"study_design_scores_gemma":[0.0001680654,0.001688661,0.7496136,0.0004486465,0.0002870566,0.1390662,0.001149115,0.003013629,0.02545348,0.004054887,0.07497875,0.00007792575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691933,0.004468306,0.001900762,0.001509733,0.0002016807,0.00006392725,0.0005736734,0.0001255514,0.02196306],"genre_scores_gemma":[0.9964994,0.001056207,0.0005059618,0.0005304076,0.00009421224,0.000006977486,0.0002571227,0.00002208926,0.001027494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348886,"threshold_uncertainty_score":0.01120317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336163153373931,"score_gpt":0.2547310700070815,"score_spread":0.2413694384733422,"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."}}