Update oae.md

change reference pubmed links

Author: zhengj2007

ontology/oae.md

@@ -17,10 +17,10 @@ preferredPrefix: OAE
 products:
 - id: oae.owl
 publications:
-- id: https://pubmed.ncbi.nlm.nih.gov/25093068/
-  title: 'OAE - The Ontology of Adverse Events'
-- id: https://pubmed.ncbi.nlm.nih.gov/41526409/
-  title: 'The Ontology of Adverse Events in 2025'
+- id: https://www.ncbi.nlm.nih.gov/pubmed/25093068
+  title: OAE - The Ontology of Adverse Event 
+- id: https://www.ncbi.nlm.nih.gov/pubmed/41526409
+  title: The Ontology of Adverse Events in 2025
 repository: https://github.com/OAE-ontology/OAE
 tags:
 - adverse events
@@ -29,21 +29,21 @@ usages:
 - description: Using OAE to support the classification and analysis of VAERS vaccine adverse event reporting system data analysis.
   examples:
   - description: OAE was used to analyze and differentiate adverse events associated with inactivated and live attenuated influenza vaccines reported in VAERS
-    url: https://pubmed.ncbi.nlm.nih.gov/23209624/
+    url: https://www.ncbi.nlm.nih.gov/pubmed/23209624
   - description: OAE was used to analyze COVID-19 vaccine adverse events reported in VAERS
-    url: https://pubmed.ncbi.nlm.nih.gov/35814246/
+    url: https://www.ncbi.nlm.nih.gov/pubmed/35814246
   - description: OAE was used to analyze adverse events associated with monovalent and combination vaccines against Hepatitis A and B diseases reported in VAERS
-    url: https://pubmed.ncbi.nlm.nih.gov/27694888/
+    url: https://www.ncbi.nlm.nih.gov/pubmed/27694888
   user: biomedical researchers
 - description: Using OAE to analyze vaccine adverse event using FDA vaccine package insert documents
   examples:
   - description: OAE was used to unveil differential vaccine adverse events via LLM text embeddings of FDA vaccine package insert documents
-    url: https://pubmed.ncbi.nlm.nih.gov/40410898/
+    url: https://www.ncbi.nlm.nih.gov/pubmed/40410898
   user: biomedical researchers
 - description: Using OAE to analyze vaccine adverse events reported in PubMed papers
   examples:
   - description: OAE was used to classify human and animal adverse events associated with different Brucella animal vaccines as reported in PubMed literature
-    url: https://pubmed.ncbi.nlm.nih.gov/29867505/
+    url: https://www.ncbi.nlm.nih.gov/pubmed/29867505
   user: biomedical researchers
 - description: VIOLIN vaccine resource uses OAE to represent vaccine adverse event information.
   examples: