{"id":"W4386112777","doi":"10.17615/z01j-zj18","title":"Virologic outcomes among adults with HIV using integrase inhibitor-based antiretroviral therapy","year":2023,"lang":"en","type":"article","venue":"UNC Libraries","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Institute of Nursing Research; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Aging; Center for AIDS Research, University of Washington; Centers for Disease Control and Prevention; University of Washington; Johns Hopkins University; ViiV Healthcare; National Institutes of Health; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Kaiser Permanente; Emory University; Case Western Reserve University; University of North Carolina at Chapel Hill; Agency for Healthcare Research and Quality; Government of Alberta; Canadian Institutes of Health Research; Vanderbilt University; National Human Genome Research Institute; Health Resources and Services Administration","keywords":"Antiretroviral therapy; Integrase; Integrase inhibitor; Human immunodeficiency virus (HIV); Virology; Medicine; Viral load","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007737053,0.0002831641,0.0003870314,0.0002801517,0.0001557119,0.00008248471,0.00008743614,0.00009756808,0.0001358616],"category_scores_gemma":[0.0000435812,0.0001653403,0.00009950815,0.000549365,0.0002479879,0.0003311595,0.00004081419,0.0001553773,0.0001039606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004270734,"about_ca_system_score_gemma":0.0002372206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003423382,"about_ca_topic_score_gemma":0.00001058994,"domain_scores_codex":[0.9987528,0.00004062105,0.0002272392,0.0003198817,0.0003058139,0.0003536654],"domain_scores_gemma":[0.9993837,0.0001179867,0.00007643022,0.0002606623,0.00003697478,0.0001241909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000764707,0.0001526905,0.9929128,0.00003497763,0.0001876126,0.0004004849,0.0009713494,0.00001458646,0.0001388603,0.0008523061,0.002346515,0.001223099],"study_design_scores_gemma":[0.01932308,0.0017995,0.9248249,0.0007993894,0.0002566606,0.00001867328,0.002910556,0.0040601,0.03995069,0.001418483,0.003748048,0.0008899266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959292,0.0001116126,0.000132743,0.002145774,0.0001293326,0.0004349472,0.00001220034,0.0005406131,0.0005635555],"genre_scores_gemma":[0.9829119,0.000009528113,0.008556555,0.0005252411,0.00008209999,0.0000359193,0.0002586692,0.00004583865,0.007574241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06808792,"threshold_uncertainty_score":0.6742381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258149079853095,"score_gpt":0.2446314809333982,"score_spread":0.2220499901348673,"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."}}