making title/affinity format consistent with markdown

app.py

@@ -27,7 +27,7 @@ def get_similar_paper(
     abstract_text_input, 
     author_id_input, 
     results={}, # this state variable will be updated and returned
-    # progress=gr.Progress(track_tqdm=True)
+    #progress=gr.Progress()
 ):
     num_papers_show = 10 # number of top papers to show from the reviewer
     print('retrieving similar papers...')
@@ -177,7 +177,8 @@ def change_paper(selected_papers_radio, info={}):
         highlights = info[selected_papers_radio]['highlight']
         url = info[selected_papers_radio]['url']
         title_out = '#### [%s](%s)'%(title, url) # output in format of markdown
-        return title_out, abstract, aff_score, highlights['0']
+        aff_score_out = '#### Affinity: %s'%aff_score
+        return title_out, abstract, aff_score_out, highlights['0']
 
     else:
         return
@@ -343,7 +344,8 @@ Below we describe how to use the tool. Also feel free to check out the [video]()
         with gr.Column(scale=3):
             paper_title = gr.Markdown(value='')
         with gr.Column(scale=1):
-            affinity= gr.Textbox(label='Affinity', interactive=False, value='')
+            # affinity= gr.Textbox(label='Affinity', interactive=False, value='')
+            affinity = gr.Markdown(value='')
     with gr.Row():
         paper_abstract = gr.Textbox(label='Abstract', interactive=False, visible=False)