Update app.py

app.py

@@ -38,6 +38,7 @@ def predict(text):
 with gr.Blocks() as interface:
     gr.HTML("<div style='text-align:center;'><div><h1>Identifying Pregnancy in Clinical Notes</h1></div>")
     gr.HTML("<p align='center'>Use this app to classify a clinical note as discussing or not discussing the patient's pregnancy.</p>")
+    gr.HTML("<p align='center'>The model was fine-tuned on a small number of clinical notes agumented by limited synthetic data. As a result, it may give inaccurate results at times.</p>")
     with gr.Row():
         with gr.Column():
             inputs = gr.Textbox(label='Input a clinical note here:', lines=4)
@@ -47,5 +48,6 @@ with gr.Blocks() as interface:
             outputs=gr.Textbox(label="Does the note discuss the patient's pregnancy?", lines=4)
             button.click(fn=predict, inputs=inputs, outputs=outputs, queue=False)
     gr.HTML("<p align='center'>Model fine-tuned from <a href='https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT' target='_blank'> Bio+ClinicalBERT </a>.</p>")
+    gr.HTML("<p align='center'>Repository available on <a href='https://github.com/elliealbertson/identifying_pregnancy_clinical_notes' target='_blank'> GitHub </a>.</p>")
 
-interface.launch()
+interface.launch()