add papers to description

app.py

@@ -128,8 +128,11 @@ def build_interface(model, device):
                          inputs=image_input,
                          outputs=[label_output, text_output],
                          title="Retinal Trauma vs Medical classifier",
-                         description="Uploads an image and returns predicted class and probabilities.",
-                         examples=["examples/medical/medical_3.jpg", "examples/medical/medical_6.jpg", "examples/medical/medical_7.jpg", "examples/trauma/trauma_2.jpg", "examples/trauma/trauma_3.jpg", "examples/trauma/trauma_6.jpg"],)
+                         description="Uploads an image and returns predicted class and probabilities. For more info, see papers:  [https://doi.org/10.3390/ijms242015105](https://doi.org/10.3390/ijms242015105) and [https://doi.org/10.3390/bioengineering12010020](https://doi.org/10.3390/bioengineering12010020)",
+                         examples=["examples/medical/medical_3.jpg", "examples/medical/medical_6.jpg", "examples/medical/medical_7.jpg", "examples/trauma/trauma_2.jpg", "examples/trauma/trauma_3.jpg", "examples/trauma/trauma_6.jpg"],
+                         allow_flagging="manual",
+                         flagging_options=["Incorrect", "Ambiguous", "Interesting"],
+                        )
     return iface