{"id":"W2517479804","doi":"10.1186/s12977-016-0293-6","title":"New insights into the heterogeneity of Th17 subsets contributing to HIV-1 persistence during antiretroviral therapy","year":2016,"lang":"en","type":"article","venue":"Retrovirology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine; Caprion (Canada); Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Persistence (discontinuity); Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Virology; Immunology; Data science; Viral load; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004392354,0.0002866031,0.0002954649,0.0004901112,0.0001630411,0.0006260065,0.000246173,0.0002957458,0.001293624],"category_scores_gemma":[0.0002629847,0.0001257304,0.0002326624,0.0002218117,0.000304091,0.0003875653,0.0002364088,0.0005334963,0.0001757416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668036,"about_ca_system_score_gemma":0.0001476028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303996,"about_ca_topic_score_gemma":0.0001695698,"domain_scores_codex":[0.9998416,0.00004038938,0.00001346403,0.00003051375,0.00003485404,0.00003925328],"domain_scores_gemma":[0.9998466,0.00004080486,0.00004031555,0.00001740909,0.00002911779,0.00002581096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001049381,0.0001274112,0.03105886,0.0006195676,0.00005203977,0.001064246,0.0005681661,0.0004534751,0.8969904,0.001244076,0.0004397206,0.06633255],"study_design_scores_gemma":[0.0001729809,0.003365996,0.512241,0.000712276,0.0006567134,0.01974203,0.0032134,0.008093795,0.3803357,0.006841512,0.06454053,0.00008410429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627489,0.030168,0.003523681,0.0005281826,0.00007051524,0.00005136765,0.0003302684,0.00004928967,0.002529985],"genre_scores_gemma":[0.9867585,0.009319385,0.002203802,0.000248903,0.0002090169,0.00003964895,0.0003266104,0.0000144533,0.0008796542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001293624,"threshold_uncertainty_score":0.004327595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694001695659333,"score_gpt":0.2551682758850042,"score_spread":0.2382282589284109,"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."}}