Update app.py

app.py

@@ -85,7 +85,9 @@ demo = gr.Interface(
         gr.Textbox(label="Associated Genes")
     ],
     title="HPO Mapper",
-    description="Enter a clinical finding and anatomical region to get the best-matching HPO term and associated genes."
+    description="Enter a clinical finding and anatomical region to get the best-matching HPO term and associated genes. Reference:  Application of Generative Artificial Intelligence to Utilise Unstructured Clinical Data for Acceleration of Inflammatory Bowel Disease Research
+Alex Z Kadhim, Zachary Green, Iman Nazari, Jonathan Baker, Michael George, Ashley Heinson, Matt Stammers, Christopher Kipps, R Mark Beattie, James J Ashton, Sarah Ennis
+medRxiv 2025.03.07.25323569; doi: https://doi.org/10.1101/2025.03.07.25323569 "
 )
 
 if __name__ == "__main__":