{"id":"W2033276174","doi":"10.1002/jmv.20582","title":"Effects of drug resistance on viral load in patients failing antiretroviral therapy","year":2006,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Virology; Viral load; Drug resistance; Antiretroviral therapy; Antiretroviral drug; Drug; Medicine; Human immunodeficiency virus (HIV); Lentivirus; Viral disease; Biology; Pharmacology; Microbiology","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":[0.001234045,0.0002565983,0.0005517509,0.0006216078,0.0003718754,0.0006209281,0.0002212805,0.0005568815,0.001201691],"category_scores_gemma":[0.006139608,0.000185194,0.0003969321,0.0006339125,0.0002781879,0.0005216151,0.000268116,0.0008394915,0.0002391716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719726,"about_ca_system_score_gemma":0.0001821766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007606144,"about_ca_topic_score_gemma":0.001227976,"domain_scores_codex":[0.9989709,0.0003905038,0.0001097253,0.0001278724,0.0002343592,0.000166761],"domain_scores_gemma":[0.9936094,0.002919464,0.002175007,0.0002632131,0.000287566,0.0007452442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224709,0.00008818231,0.9903181,0.00001449981,0.00008149365,0.0002615827,0.00006905157,0.0001792,0.0009109604,0.00001632715,0.00007255733,0.00676332],"study_design_scores_gemma":[0.00001772101,0.001036948,0.9971411,0.00000776222,0.00004632058,0.0006235648,0.00004790215,0.0005696403,0.0003132547,0.0000340609,0.0001537539,0.000008023183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990313,0.0004604022,0.00005781441,0.00003983365,0.000003948694,0.000003502285,0.00007064949,0.000004813856,0.0003277231],"genre_scores_gemma":[0.9996705,0.00007290401,0.00004621955,0.00002032531,0.00001030901,0.000002566828,0.00008852468,0.00000174013,0.00008684442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234045,"threshold_uncertainty_score":0.006526291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003917074410522451,"score_gpt":0.242281704671794,"score_spread":0.2383646302612715,"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."}}