Update app.py

app.py

@@ -220,7 +220,7 @@ def main():
  
 
     st.markdown("""
-    <small style="font-size:16px; color: #8f8f8f; text-align: left"><i> <b>Note:</b>In the example test sentences above, only biomedical entities are tagged for prediction; PHI entities are not tagged. To see valid predictions for both biomedical and PHI entities  <a href='https://huggingface.co/spaces/ajitrajasekharan/NER-Biomedical-PHI-Ensemble'   target='_blank'>test this ensemble app</a></i></small>
+    <small style="font-size:16px; color: #8f8f8f; text-align: left"><i> <b>Note:</b>The example test sentences in the pull-down above, only biomedical entities are tested for prediction; PHI entities are not tested since this model dows 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'>test this ensemble app</a></i></small>
   """, unsafe_allow_html=True)
    
     st.markdown("""