Update app.py

app.py

@@ -192,11 +192,11 @@ elif page == "Data Upload":
                                     results_df.at[index, "Prediction"] = "Invalid data"
                                     continue
                                 
-                                # Extract only the required columns for prediction
+                                # Extract only the required columns for prediction in specific order
                                 input_data = {
+                                    'was_positive': row['was_positive'],
                                     'organism': row['organism'],
-                                    'antibiotic': row['antibiotic'],
-                                    'was_positive': row['was_positive']
+                                    'antibiotic': row['antibiotic']
                                 }
                                 
                                 # Get full prediction result