{"id":"W3135967114","doi":"10.1016/s2666-5247(21)00010-0","title":"Long-term effects of early antiretroviral initiation on HIV reservoir markers: a longitudinal analysis of the MERLIN clinical study","year":2021,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; Canadian Institutes of Health Research; Université de Montréal; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Institutes of Health; Generalitat de Catalunya; Fred Hutchinson Cancer Research Center; Gilead Sciences; Merck","keywords":"Human immunodeficiency virus (HIV); Term (time); Merlin (protein); Medicine; Antiretroviral therapy; Virology; Biology; Immunology; Viral load; Internal medicine; Physics; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007495257,0.0001343972,0.0006157317,0.0000926223,0.0001261818,0.00001360809,0.0004269666,0.0001040355,0.0001517873],"category_scores_gemma":[0.0003163366,0.00007424835,0.0003041493,0.0006735588,0.0002879675,0.00003473444,0.0002566276,0.0003716324,0.00009545049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002882425,"about_ca_system_score_gemma":0.00009627725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130228,"about_ca_topic_score_gemma":0.0003190741,"domain_scores_codex":[0.9972172,0.001725461,0.0003975624,0.0002763082,0.00009105534,0.0002923472],"domain_scores_gemma":[0.9979536,0.0008521959,0.0002167025,0.0008316761,0.0001288183,0.00001699048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009889599,0.00111825,0.954845,0.00003818709,0.004530416,0.00004329854,0.0004557779,0.000005755753,0.03598265,0.00003229887,0.001041312,0.000918088],"study_design_scores_gemma":[0.002669184,0.00113729,0.9514194,0.00006717096,0.001036751,0.000004558938,0.00007565329,0.000001322284,0.04346429,0.000007346327,0.00005344894,0.00006364064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977406,0.0009760635,0.00001331131,0.0003369512,0.0001856415,0.0004146211,0.0001471807,0.00001161649,0.0001740294],"genre_scores_gemma":[0.9989011,0.0001226011,0.00001171793,0.00006683212,0.00003989954,0.00001725102,0.0001277299,0.000008397276,0.0007045111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007481636,"threshold_uncertainty_score":0.302776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802829748343899,"score_gpt":0.3477037699578884,"score_spread":0.2996754724744494,"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."}}