{"id":"W2143383487","doi":"10.1086/519428","title":"Predictors of Virological Outcome and Safety in Primary HIV Type 1-Infected Patients Initiating Quadruple Antiretroviral Therapy: QUEST GW PROB3005","year":2007,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"GlaxoSmithKline","keywords":"Interquartile range; Medicine; Viral load; Peripheral blood mononuclear cell; Abacavir; Internal medicine; Amprenavir; Lamivudine; Zidovudine; Adverse effect; Immunology; Virology; Lentivirus; Gastroenterology; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral disease; Virus; Biology","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":[0.0005573225,0.0002109205,0.0004363616,0.0001446711,0.0001846252,0.0005827275,0.0001868939,0.0003969275,0.001363929],"category_scores_gemma":[0.001700061,0.0001429448,0.0002495935,0.0002198112,0.0001619514,0.0002605392,0.0001923923,0.0005356355,0.000319056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753582,"about_ca_system_score_gemma":0.0002307807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000435746,"about_ca_topic_score_gemma":0.0008092317,"domain_scores_codex":[0.9997619,0.00005806917,0.00002310114,0.00005138534,0.00005640751,0.00004914286],"domain_scores_gemma":[0.9987312,0.000302672,0.0004717512,0.00004180383,0.00009237976,0.00036017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002046531,0.0001485599,0.9905839,0.00001957672,0.00005277145,0.0001221491,0.00004747147,0.0001093262,0.0007784292,0.00001495903,0.0004945551,0.005581798],"study_design_scores_gemma":[0.0002739421,0.002117476,0.9946054,0.00002192834,0.00008260718,0.001031291,0.0000900287,0.0008927687,0.0002964583,0.00005595438,0.0005227421,0.000009405454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993215,0.0002005077,0.00001990592,0.00005218364,0.000004549935,0.00000602145,0.0001413629,0.000002979973,0.0002509999],"genre_scores_gemma":[0.9992298,0.00007865109,0.00005332041,0.00006088975,0.00001361192,0.000005558536,0.0004183563,0.000001336052,0.0001384834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363929,"threshold_uncertainty_score":0.004562795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908458787721619,"score_gpt":0.33595574770338,"score_spread":0.3068711598261638,"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."}}