{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407625,0.0002151594,0.0003111861,0.000931053,0.000466566,0.000443757,0.0003245067,0.0003808311,0.0007672463],"category_scores_gemma":[0.001061603,0.0002287103,0.0001307335,0.0006762239,0.0003915758,0.000342056,0.0002027728,0.0002104195,0.00009158278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000845961,"about_ca_system_score_gemma":0.0004789026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02428597,"about_ca_topic_score_gemma":0.03403128,"domain_scores_codex":[0.9995884,0.0001172998,0.00005591013,0.00007560457,0.00009817102,0.00006458148],"domain_scores_gemma":[0.9995186,0.00007899094,0.0001335129,0.00004107449,0.00007254798,0.0001551383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005615085,0.00002151141,0.9962005,0.00001048377,0.00002748823,0.0001478855,0.0002446136,0.00004441275,0.0009866353,0.00001655838,0.00005389577,0.002189883],"study_design_scores_gemma":[0.000004543597,0.00003409131,0.9994857,0.000001601057,0.000006003236,0.0001489569,0.0000874011,0.0001011362,0.00007240398,0.000006677094,0.00004937804,0.00000208126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996692,0.00007243149,0.00001974191,0.00002164036,0.000001125763,0.000004696478,0.00005004863,0.000001346579,0.0001598096],"genre_scores_gemma":[0.9997777,0.00003619214,0.00002576122,0.00001559742,0.000002201436,0.000003235151,0.00007100818,3.889918e-7,0.00006788869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428597,"threshold_uncertainty_score":0.04828924,"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."}}