Analysis approaches to combine error-prone data with a subset of validated data: an application to a multinational study of Kaposi sarcoma and HIV.
Joshua Slone, Gustavo Amorim, Aggrey Semeere, Lameck Diero, Larissa Otero, Brenda Crabtree-Ramirez, Ran Tao, Stephany N Duda, Beverly Musick, Constantin Yiannoutsos and 3 more
Article in American journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registry
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Beverly MusickIndiana University, Indianapolis, USA.
Constantin YiannoutsosCity University of New York, New York, USA.
Thomas LumleyUniversity of Auckland, Auckland, New Zealand.
Pamela A ShawKaiser Permanente Washington Health Research Institute, Seattle, USA.
Bryan E ShepherdVanderbilt University Medical Center, Nashville, USA.
Funding
East Africa International Epidemiology Database to evaluate AIDS (IeDEA) Regional ConsortiumU01AI069911 · NIAID · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI AGGREY SEMWENDERO SEMEERE, Kara Kay Wools-Kaloustian · 2006 to 2026
$57.7M
CCASAnet: Caribbean, Central and South America NetworkU01AI069923 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Pedro Enrique Cahn, Jessica L Castilho · 2006 to 2026
$41.6M
Tennessee CFAR: Implementation of Culturally Responsive Trauma-Informed Care with Youth with HIV in Memphis, TNP30AI110527 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI John Koethe · 2015 to 2026
$27.5M
Statistical methods and designs for correlated outcome and covariate errors in studies of HIV/AIDSR37AI131771 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Pamela A Shaw, Bryan Earl Shepherd · 2023 to 2026
$3.4M
Statistical methods for correlated outcome and covariate errors in studies of HIV/AIDSR01AI131771 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI SHAW, PAMELA A, SHEPHERD, BRYAN EARL · 2018 to 2022
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.
Analysis approaches to combine error-prone data with a subset of validated data: an application to a multinational study of Kaposi sarcoma and HIV. · full record | OpenQuestion