{"id":"W2975208726","doi":"10.1093/cid/ciz936","title":"Viral Blips After Treatment Initiation During Acute Human Immunodeficiency Virus Infection","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"EMD Serono; Chulalongkorn University; ViiV Healthcare; U.S. Department of Defense; Gilead Sciences; Henry M. Jackson Foundation; National Institutes of Health; U.S. Department of Health and Human Services; Merck","keywords":"Virology; Viral load; Human immunodeficiency virus (HIV); Viral infection; Immunology; Virus; Medicine","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":[0.0008022116,0.0002364702,0.0005284715,0.0005793055,0.0004523186,0.001188308,0.0002314374,0.0005841712,0.002388991],"category_scores_gemma":[0.004649343,0.000214787,0.0003927742,0.0007787377,0.0002783471,0.0008203623,0.0004887292,0.001651584,0.0003763168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067081,"about_ca_system_score_gemma":0.0002761194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022617,"about_ca_topic_score_gemma":0.002348709,"domain_scores_codex":[0.9990702,0.000244161,0.00008880965,0.0001731452,0.0001641374,0.0002595125],"domain_scores_gemma":[0.9953668,0.001510377,0.00227001,0.0001379402,0.0002364236,0.0004784745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001692872,0.00005788406,0.9855543,0.00006697515,0.0000727403,0.0004648091,0.0001730144,0.0001180997,0.0009035793,0.00004714349,0.000277724,0.0105707],"study_design_scores_gemma":[0.000008634229,0.0002343201,0.9979333,0.0000467456,0.00002575117,0.0007803311,0.0001195721,0.0002055681,0.0003133347,0.00005266236,0.0002707912,0.000009083905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943718,0.002345489,0.0002548129,0.0001111018,0.00002331671,0.00002370347,0.0007789798,0.00003325713,0.002057428],"genre_scores_gemma":[0.9990364,0.0002915448,0.00005194293,0.00004667577,0.00001905376,0.000005507989,0.0003467983,0.000003449955,0.0001986463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003022617,"threshold_uncertainty_score":0.00799197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213449079903945,"score_gpt":0.3454178301251348,"score_spread":0.3232833393260953,"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."}}