diff --git a/docs/service/toxtemp_assistant.json b/docs/service/toxtemp_assistant.json
index 83e8fdc..d7b0434 100644
--- a/docs/service/toxtemp_assistant.json
+++ b/docs/service/toxtemp_assistant.json
@@ -7,7 +7,7 @@
   "substage": "",
   "screenshot": "toxtemp_assistant.png",
   "url": "https://toxtempassistant.vhp4safety.nl/",
-  "doi": "10.1016/j.toxlet.2025.07.214",
+  "doi": "10.1080/2833373X.2026.2638036",
   "release_notes": "",
   "instance": {
     "type": "internal",
diff --git a/docs/service/toxtemp_assistant.md b/docs/service/toxtemp_assistant.md
index e4bee46..31f25a4 100644
--- a/docs/service/toxtemp_assistant.md
+++ b/docs/service/toxtemp_assistant.md
@@ -75,7 +75,7 @@ An online tool for harmonizing in vitro toxicity test methods using Large Langua
 
 ## Technical Tool Specifications
 
-* Citation: [10.1016/j.toxlet.2025.07.214](https://doi.org/10.1016/j.toxlet.2025.07.214)
+* Citation: [10.1080/2833373X.2026.2638036](https://doi.org/10.1080/2833373X.2026.2638036)
 
 * Version: 0.9
 
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 7cc61d0..f91c96c 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -4,7 +4,7 @@
       xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
       xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9
       http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd">
-<!-- Sitemap created on 2026-04-02 11:04:35.310701. -->
+<!-- Sitemap created on 2026-04-09 05:00:36.690485. -->
 
 <!-- parsing file: docs/service/aop-builder.json -->
 <url>