Update app.py

app.py

@@ -568,11 +568,33 @@ with gr.Blocks(title="ADR Detector") as demo:
                 gr.Markdown("<p class='card-label'>Model Logic (SHAP)</p>")
                 shap_out = gr.HTML(label="Feature Importance")
 
-    # ── Footer ────────────────────────────────────────────────────────────────
-    gr.Markdown(
-        "<p style='text-align:center; color:#aaa; font-size:0.8em; margin-top:12px;'>"
-        "This tool is for research purposes only and does not constitute medical advice.</p>"
-    )
+    # ── Disclaimer footer ─────────────────────────────────────────────────────
+    with gr.Column(elem_classes="card"):
+        gr.Markdown(
+            "<div style='"
+            "border-left: 4px solid #e8a020; "
+            "padding: 14px 18px; "
+            "background: #fffbea; "
+            "border-radius: 6px; "
+            "font-family: system-ui, sans-serif;'>"
+
+            "<p style='margin:0 0 6px 0; font-size:0.85em; font-weight:800; "
+            "letter-spacing:0.08em; text-transform:uppercase; color:#b07800;'>"
+            "⚠ Academic Project — Not for Medical Use</p>"
+
+            "<p style='margin:0 0 8px 0; font-size:0.92em; color:#444; line-height:1.65;'>"
+            "This tool was developed strictly as an <strong>academic research project</strong> "
+            "and is intended to demonstrate the application of natural language processing "
+            "and explainable AI techniques to clinical text. "
+            "It <strong>must not</strong> be used to make real medical decisions, diagnose conditions, "
+            "guide treatment, or replace the advice of a qualified healthcare professional.</p>"
+
+            "<p style='margin:0; font-size:0.85em; color:#777; line-height:1.5;'>"
+            "Predictions are generated by a machine learning model and may be inaccurate, incomplete, "
+            "or misleading. Always consult a licensed medical professional for any health-related concerns. "
+            "The authors accept no liability for any use of this tool beyond its intended academic purpose.</p>"
+            "</div>"
+        )
 
     submit_btn.click(
         fn=adr_predict,