Update app.py

updated , removed label inference status

app.py

@@ -140,7 +140,7 @@ def build_impression_from_labels(selected):
         lines.append("Pleural effusion is suspected, which may be clinically significant.")
 
     if has_pneumonia and has_atelectasis:
-        lines.append("Focal pulmonary opacity suspicious for pneumonia; atelectasis remains a differential consideration.")
+        lines.append("Focal pulmonary opacity suspicious for pneumonia, atelectasis remains a differential consideration.")
     elif has_pneumonia or has_consolidation:
         lines.append("Focal pulmonary opacity is suspicious for pneumonia in the appropriate clinical context.")
     elif has_atelectasis:
@@ -150,7 +150,7 @@ def build_impression_from_labels(selected):
         lines.append("Cardiac silhouette appears enlarged, correlate clinically for cardiomegaly.")
 
     if "Support Devices" in name_to_prob:
-        lines.append("Support devices/tubes are present; correlate with clinical indication and positioning.")
+        lines.append("Support devices/tubes are present, correlate with clinical indication and positioning.")
 
     if not lines:
         for i, p in selected:
@@ -184,7 +184,7 @@ def generate_textual_report(probs, default_threshold: float = 0.5, top_k: int =
         description = label_descriptions.get(label, "")
         phrase = prob_to_phrase(prob)
         prob_pct = int(round(prob * 100))
-        findings_lines.append(f"- {label}: {description} (model confidence {prob_pct}%).")
+        findings_lines.append(f"- {label}: {description}.")
 
     findings_text = "Findings:\n" + "\n".join(findings_lines)
     impression_text = build_impression_from_labels(selected)