Update app.py

app.py

@@ -222,7 +222,7 @@ def main():
  
 
     st.markdown("""
-    <small style="font-size:16px; color: #8f8f8f; text-align: left"><i><b>Note:</b> The example sentences in the pull-down above largely test biomedical entities. PHI entities are not tested extensively since this model does not perform well on PHI entities. To see valid predictions for both biomedical and PHI entities  <a href='https://huggingface.co/spaces/ajitrajasekharan/NER-Biomedical-PHI-Ensemble'   target='_blank'>use this ensemble app</a></i></small>
+    <small style="font-size:16px; color: #8f8f8f; text-align: left"><i><b>Note:</b> The example sentences in the pull-down above largely test biomedical entities. While this model can detect entities like Person,location as illustrated in some examples above, to improve accuracy of detecting PHI entities while performing well on biomedical entities also, <a href='https://huggingface.co/spaces/ajitrajasekharan/NER-Biomedical-PHI-Ensemble'   target='_blank'>use this ensemble app</a></i></small>
   """, unsafe_allow_html=True)
    
     st.markdown("""