{"id":"W2736303971","doi":"10.1097/qai.0000000000001499","title":"HIV Viral Load Suppression in Adults and Children Receiving Antiretroviral Therapy—Results From the IeDEA Collaboration","year":2017,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; Canadian Institutes of Health Research; National Center for Advancing Translational Sciences; Health Resources and Services Administration; National Institute on Minority Health and Health Disparities; National Center for Research Resources; Centers for Disease Control and Prevention; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Alberta; Agency for Healthcare Research and Quality; National Institutes of Health; National Eye Institute; University of Cape Town; Vanderbilt University; University of New South Wales; National Institute of Mental Health; Australian Government; Universidade Federal de Minas Gerais; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; amfAR, The Foundation for AIDS Research","keywords":"Medicine; Viral load; Antiretroviral therapy; Logistic regression; Young adult; Human immunodeficiency virus (HIV); Pediatrics; Internal medicine; Lost to follow-up; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001618161,0.0002025114,0.0005022336,0.0002717662,0.0005550315,0.0003285891,0.0005924232,0.0001185306,0.0000539167],"category_scores_gemma":[0.003359102,0.0001265434,0.0002194363,0.0002831647,0.0003255127,0.000970877,0.0001560926,0.0002897814,0.00002146221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120209,"about_ca_system_score_gemma":0.0002630387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008874891,"about_ca_topic_score_gemma":0.00003910805,"domain_scores_codex":[0.9973763,0.0002351519,0.0009757453,0.0002695328,0.0007601487,0.0003831335],"domain_scores_gemma":[0.9978315,0.0002550028,0.0007607994,0.0006472199,0.0003838638,0.0001215881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009298356,0.001270847,0.6957571,0.0000794027,0.0004279363,0.0003974843,0.010302,0.00002015889,0.090974,0.00008307418,0.0215581,0.1698316],"study_design_scores_gemma":[0.007983893,0.004170395,0.9799052,0.002017508,0.00004135775,0.0002786769,0.001317602,0.0006862878,0.003144955,0.0001298032,0.0001717957,0.000152459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885291,0.006420301,0.00003655128,0.003674211,0.0002460809,0.0003673582,0.0001085661,0.00001704202,0.0006008136],"genre_scores_gemma":[0.9955228,0.002963943,0.0002255384,0.00003144413,0.0001333607,0.000005141314,0.00003908487,0.00002413698,0.001054566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841482,"threshold_uncertainty_score":0.5160289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614634693096383,"score_gpt":0.3017292041795592,"score_spread":0.2855828572485953,"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."}}