{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434184,0.0002478647,0.0004346291,0.00008951401,0.0001221947,0.00002433061,0.000124088,0.0002071422,0.0001061577],"category_scores_gemma":[0.00001498307,0.000210147,0.0001131207,0.00009622844,0.0003811327,0.00006871009,0.0001105123,0.0001982003,0.00004205377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003494366,"about_ca_system_score_gemma":0.00002165373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151527,"about_ca_topic_score_gemma":0.00002551042,"domain_scores_codex":[0.9984723,0.0001602536,0.000426833,0.0004891711,0.00006134695,0.0003901024],"domain_scores_gemma":[0.9994466,0.00009380587,0.000124283,0.0002122891,0.00005122402,0.00007181474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267802,0.001850569,0.8127602,0.0003044866,0.001157799,0.00001913868,0.0004772847,0.000001869217,0.01781559,0.0000587532,0.007626073,0.1566604],"study_design_scores_gemma":[0.01183514,0.0005617412,0.9753452,0.0002479789,0.00007139988,0.000009131435,0.00005743313,0.00002796929,0.005489205,0.0000154695,0.00607179,0.0002675179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984364,0.0001368852,0.00003690651,0.0003245949,0.0001251771,0.0004777146,0.0001778624,0.00001559772,0.0002688633],"genre_scores_gemma":[0.99476,0.003585199,0.000200629,0.0005958017,0.000016245,0.000009858495,0.0001724797,0.00002129816,0.0006385327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162585,"threshold_uncertainty_score":0.8569546,"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."}}