{"id":"W1969554945","doi":"10.1089/aid.2011.0097","title":"The Prevalence of Drug Resistance Mutations Among Treatment-Naive HIV-Infected Individuals in Beijing, China","year":2011,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reverse transcriptase; Virology; Drug resistance; Nucleoside Reverse Transcriptase Inhibitor; Genotype; Drug-naïve; Human immunodeficiency virus (HIV); Protease; Medicine; Protease inhibitor (pharmacology); Reverse-transcriptase inhibitor; Biology; Drug; Immunology; Sida; Viral disease; Viral load; Polymerase chain reaction; Antiretroviral therapy; Gene; Pharmacology; Enzyme; Microbiology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007012727,0.0001713735,0.0002785263,0.0004214782,0.0005049631,0.00004792518,0.0001615146,0.00005625089,0.0002114488],"category_scores_gemma":[0.0002576517,0.0001107169,0.00005761825,0.0004641461,0.0008465998,0.0001678263,0.00007986765,0.0002418216,0.00002129017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563735,"about_ca_system_score_gemma":0.000174493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000344445,"about_ca_topic_score_gemma":0.001679399,"domain_scores_codex":[0.9981035,0.0002278638,0.0003543202,0.0003257533,0.0004971026,0.0004914413],"domain_scores_gemma":[0.9988499,0.0003598619,0.00009386254,0.0003588815,0.0001705428,0.0001669661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296345,0.0004158748,0.9865991,0.0001317948,0.0001418333,0.00004263372,0.006711476,2.994009e-8,0.0001319094,0.004307199,0.0009555102,0.0004330277],"study_design_scores_gemma":[0.001556406,0.0005994441,0.9897482,0.0002573367,0.00006077394,0.000001907221,0.0006202569,5.392862e-7,0.004021222,0.001810245,0.001226375,0.00009727422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876034,0.0009632474,0.000001830748,0.0001830884,0.00001354059,0.0007299072,0.00003512154,0.00002968406,0.01044018],"genre_scores_gemma":[0.9218301,0.0008825213,0.0003589836,0.000004785786,0.00002180669,0.0001479334,0.00002272675,0.00001773943,0.07671343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06627326,"threshold_uncertainty_score":0.4514903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901514221648519,"score_gpt":0.3453599777639337,"score_spread":0.2863448355474486,"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."}}