diff --git a/_cite/.cache/cache.db b/_cite/.cache/cache.db
index 4967c19f..f300164b 100644
Binary files a/_cite/.cache/cache.db and b/_cite/.cache/cache.db differ
diff --git a/_data/citations.yaml b/_data/citations.yaml
index cf1b500f..bf12a805 100644
--- a/_data/citations.yaml
+++ b/_data/citations.yaml
@@ -1935,11 +1935,24 @@
   buttons:
   - type: pdf
     link: pdf/Gopal_2017.pdf
+- id: doi:10.1101/2025.08.01.668022
+  title: Federated Knowledge Retrieval Elevates Large Language Model Performance on
+    Biomedical Benchmarks
+  authors:
+  - Janet Joy
+  - Andrew I Su
+  publisher: Cold Spring Harbor Laboratory
+  date: '2025-08-02'
+  link: https://doi.org/g9v236
+  orcid: 0000-0002-9859-4104
+  andrew-su-list: true
+  plugin: orcid.py
+  file: orcid.yaml
 - id: doi:10.1101/2025.04.28.651120
   title: A Case-Based Explainable Graph Neural Network Framework for Mechanistic Drug
     Repositioning
   authors:
-  - Adriana Carolina Gonzalez Cavazos
+  - Adriana Carolina Gonzalez-Cavazos
   - Roger Tu
   - Meghamala Sinha
   - Andrew I Su