{"id":"W2015068616","doi":"10.1128/aac.00076-14","title":"Significance and Clinical Management of Persistent Low-Level Viremia and Very-Low-Level Viremia in HIV-1-Infected Patients","year":2014,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Quest Diagnostics; ViiV Healthcare","keywords":"Viremia; Viral load; Genotyping; Immunology; Virology; Population; Biology; Medicine; Genotype; Human immunodeficiency virus (HIV); Genetics; Environmental health; Gene","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":[0.001831099,0.0003786969,0.00105953,0.000585377,0.0002878801,0.001505391,0.0006262974,0.001288808,0.0008733206],"category_scores_gemma":[0.006104589,0.0001759285,0.0006562046,0.0005038794,0.0005960432,0.0009073725,0.0005153342,0.001698021,0.0003159266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006199571,"about_ca_system_score_gemma":0.001771446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321092,"about_ca_topic_score_gemma":0.001514677,"domain_scores_codex":[0.998576,0.0006664566,0.0003307651,0.0001152255,0.0002544329,0.00005708802],"domain_scores_gemma":[0.9982216,0.001025008,0.0003692034,0.00002738564,0.0002891691,0.00006758234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002139962,0.0000743797,0.003616102,0.03440757,0.0002726684,0.000815642,0.0004665157,0.0007118123,0.001137649,0.00389971,0.02251593,0.931868],"study_design_scores_gemma":[0.0002702679,0.0009540103,0.02668893,0.1214151,0.002030287,0.01592858,0.001443903,0.001185571,0.00192264,0.01279375,0.8151986,0.0001683786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009489188,0.9942465,0.00036883,0.002830976,0.0002975697,0.00001600593,0.00002291056,0.000007743726,0.00126046],"genre_scores_gemma":[0.01604187,0.978725,0.001278588,0.002212814,0.001270517,0.00005222604,0.00006990489,0.000004400812,0.0003445289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001831099,"threshold_uncertainty_score":0.009683907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148306919378014,"score_gpt":0.2715967979773458,"score_spread":0.2501137287835656,"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."}}