Add SCIN labels to concern results for testing/debugging

lib/concern_inference.py

@@ -5,7 +5,7 @@ from typing import Dict, List, Any
 import joblib
 import numpy as np
 
-from config.concerns import CONCERN_CONFIG, CONCERN_TAGS
+from config.concerns import CONCERN_CONFIG, CONCERN_TAGS, CONCERN_MAP
 from config.hudson_products import load_product_config
 from lib.derm_local import embed_image_path
 from lib.recommendations import build_routine
@@ -40,6 +40,19 @@ def _proba_to_binary(proba_list: List[np.ndarray], threshold: float = 0.5) -> np
     return np.column_stack(cols)
 
 
+def _build_scin_labels_lookup() -> Dict[str, List[str]]:
+    """
+    Build reverse mapping from concern tag to list of SCIN labels that map to it.
+    This is informational only - shows which SCIN labels correspond to each concern.
+    """
+    reverse_map: Dict[str, List[str]] = {tag: [] for tag in CONCERN_TAGS}
+    for scin_label, concern_tags in CONCERN_MAP.items():
+        for concern_tag in concern_tags:
+            if concern_tag in reverse_map:
+                reverse_map[concern_tag].append(scin_label)
+    return reverse_map
+
+
 def analyze_embedding(
     embedding: np.ndarray,
     models_dir: str = "models",
@@ -70,6 +83,9 @@ def analyze_embedding(
 
     preds = _proba_to_binary(proba_list, threshold=threshold)[0]
 
+    # Build reverse lookup: concern tag -> list of SCIN labels
+    scin_labels_lookup = _build_scin_labels_lookup()
+
     result: Dict[str, Any] = {}
     for idx, tag in enumerate(CONCERN_TAGS):
         cfg = CONCERN_CONFIG.get(tag, {})
@@ -80,6 +96,8 @@ def analyze_embedding(
             "description": cfg.get("description", ""),
             "disclaimer": cfg.get("disclaimer", ""),
             "recommended_products": cfg.get("recommended_products", []),
+            # Add SCIN labels that map to this concern tag (informational)
+            "scin_labels": scin_labels_lookup.get(tag, []),
         }
     return result
 
@@ -132,4 +150,3 @@ def analyze_image_report(
 
 
 
-

lib/reporting.py

@@ -187,12 +187,15 @@ def build_report(
             continue
         cfg = CONCERN_CONFIG.get(tag, {})
         body = _format_concern_body(tag, prob)
+        # Include SCIN labels if available in concern_results
+        scin_labels = concern_results.get(tag, {}).get("scin_labels", [])
         concern_sections.append(
             {
                 "tag": tag,
                 "title": cfg.get("title", tag.replace("_", " ")),
                 "body": body,
                 "prob": prob,
+                "scin_labels": scin_labels,  # SCIN labels that map to this concern
             }
         )