{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009084166,0.0004221337,0.0009587216,0.0004658206,0.00003880303,0.00001885167,0.00007002902,0.0004311394,0.0001576951],"category_scores_gemma":[0.00002148307,0.0003324752,0.0001130703,0.0003236391,0.00004223706,0.00005617372,0.00003749153,0.00036098,0.0001984658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588424,"about_ca_system_score_gemma":0.000122045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002732402,"about_ca_topic_score_gemma":0.00007991492,"domain_scores_codex":[0.9983608,0.00009064206,0.0003914042,0.0005530763,0.0002725142,0.0003316017],"domain_scores_gemma":[0.9992574,0.0001332748,0.0001401767,0.0003124873,0.00005789579,0.00009876682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004011394,0.000359502,0.1931414,0.0002996614,0.001540471,0.0008515858,0.004675752,0.000001789704,0.003534994,0.00006659591,0.7819641,0.01316301],"study_design_scores_gemma":[0.008814069,0.003061901,0.04401445,0.002503192,0.001418353,0.00005686676,0.0001526438,0.0000307582,0.01296726,0.0002782786,0.9257997,0.0009024757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4578904,0.0009957362,0.0002106855,0.5358559,0.0001878672,0.002032742,0.000188642,0.0001055126,0.002532409],"genre_scores_gemma":[0.8442456,0.0002564444,0.01185845,0.1088348,0.002024492,0.0003578308,0.004851169,0.0001687647,0.02740245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4270212,"threshold_uncertainty_score":0.9999127,"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."}}