diff --git a/kb/communities/BioModels_MODEL2204300001_Kefir_Community_Model.yaml b/kb/communities/BioModels_MODEL2204300001_Kefir_Community_Model.yaml
index b3101f49..39305524 100644
--- a/kb/communities/BioModels_MODEL2204300001_Kefir_Community_Model.yaml
+++ b/kb/communities/BioModels_MODEL2204300001_Kefir_Community_Model.yaml
@@ -279,3 +279,16 @@ external_resources:
     evidence_source: COMPUTATIONAL
     snippet: Metabolic cooperation and spatiotemporal niche partitioning in a kefir microbial community.
     explanation: Supports the kefir community metabolic modeling context for this record.
+  - reference: PMID:41343683
+    supports: PARTIAL
+    evidence_source: COMPUTATIONAL
+    snippet: we report here on our work updating, correcting and generating new SED-ML
+      files for 1055 curated mechanistic models in BioModels..we used a wrapper architecture
+      for interpreting SED-ML, and report verification results across five different
+      ODE-based biosimulation engines
+    explanation: Smith et al. 2025 PLoS Comput Biol audited the 1055 curated BioModels
+      entries (including this one) and updated/created SED-ML files, then verified
+      the models across five ODE-based biosimulation engines. Anchors the
+      reproducibility/verification of the underlying BioModels record. Partial
+      because the paper addresses the BioModels collection as a whole rather than
+      this specific kefir entry.