{"id":"W2149573022","doi":"10.1086/590943","title":"Emergence of Drug Resistance in HIV Type 1–Infected Patients after Receipt of First‐Line Highly Active Antiretroviral Therapy: A Systematic Review of Clinical Trials","year":2008,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Centers for Disease Control and Prevention; Wellcome Trust","keywords":"Medicine; Lamivudine; Resistance mutation; Abacavir; Internal medicine; Reverse-transcriptase inhibitor; Drug resistance; Confidence interval; Stavudine; Zidovudine; HIV drug resistance; Reverse transcriptase; Viral load; Virology; Antiretroviral therapy; Human immunodeficiency virus (HIV); Biology; Virus; Viral disease; Polymerase chain reaction","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002882521,0.0007120397,0.01501237,0.0003829846,0.00003575233,0.000004766738,0.0002764104,0.0004731375,0.0002859157],"category_scores_gemma":[0.03561451,0.0004645453,0.003579981,0.00138211,0.0004394167,0.0000885616,0.0001103419,0.0005803131,0.00003942046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256729,"about_ca_system_score_gemma":0.001277668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011257,"about_ca_topic_score_gemma":0.00003221699,"domain_scores_codex":[0.9818074,0.004801657,0.01155994,0.0007956456,0.0007056469,0.0003296943],"domain_scores_gemma":[0.98269,0.007938911,0.006932664,0.001065422,0.001047313,0.0003256862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009552227,0.007244864,0.2422711,0.7122568,0.002591728,0.00005114227,0.0000494419,3.29234e-8,1.250462e-8,0.000005807015,0.004768035,0.02980581],"study_design_scores_gemma":[0.005591014,0.001372669,0.01956181,0.9405876,0.01027361,0.000002330925,0.000006461858,0.000001117017,0.000001651318,0.00002641648,0.02207974,0.0004955836],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008161226,0.983817,0.000002570082,0.00004901837,0.000661107,0.006600791,0.0004583378,0.00004684367,0.000203098],"genre_scores_gemma":[0.009515937,0.9883819,0.00004666112,0.00007409769,0.000145141,0.0004861029,0.0005777034,0.00007316306,0.0006993031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2283307,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001731287898798,"score_gpt":0.4421207301729995,"score_spread":0.3419476013831197,"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."}}