{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162098,0.001145636,0.01004842,0.006065793,0.0004613276,0.002183056,0.001539929,0.001338619,0.002417267],"category_scores_gemma":[0.03503739,0.0009382309,0.009764857,0.008359066,0.0007799793,0.0014781,0.001019723,0.0009812168,0.0001779471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217526,"about_ca_system_score_gemma":0.005084276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569631,"about_ca_topic_score_gemma":0.01493135,"domain_scores_codex":[0.9893232,0.004173351,0.004010931,0.0008823838,0.001413129,0.0001970574],"domain_scores_gemma":[0.9621835,0.02571454,0.008277414,0.0006296894,0.002837942,0.0003569458],"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":[0.000737295,0.00001975715,0.002690438,0.885532,0.07223452,0.0001311017,0.0001410549,0.0001786363,0.0002180028,0.0001645695,0.00138507,0.03656762],"study_design_scores_gemma":[0.0009884718,0.0005457454,0.01323312,0.5089768,0.4584615,0.0006601461,0.0002364587,0.0002116978,0.0003416618,0.0005180598,0.01575623,0.00007001455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001502211,0.9975348,0.0001353763,0.0001578131,0.00006845978,0.0001545996,0.0002916354,0.000006313403,0.0001488028],"genre_scores_gemma":[0.03564079,0.9622566,0.0007214965,0.0005279339,0.00009576442,0.0003477999,0.0003004725,0.000007860897,0.0001012829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01162098,"threshold_uncertainty_score":0.06145835,"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."}}