feat: Phase 4.4 line item review workflow

- added queue tab to line items page
- added reviewed/approved/excluded/na review toggles
- made reviewed items leave the queue
- added line item source restore controls
- added regenerate line items from OCR

app/logic/extraction.py

@@ -42,7 +42,7 @@ ADDRESS_HINT_RE = re.compile(
 )
 PHONE_RE = re.compile(r"\(?\d{3}\)?[-.\s]?\d{3}[-.\s]?\d{4}")
 QTY_PREFIX_RE = re.compile(r"^\s*(\d+(?:\.\d+)?)\s+(.+?)\s*$")
-ITEM_LINE_RE = re.compile(r"^(.*?)([0-9]+\.[0-9]{2})\s*$")
+ITEM_LINE_RE = re.compile(r"^(.*?)([0-9]+\.[0-9]{2})(?:\s+\S+)?\s*$")
 
 
 @dataclass
@@ -748,6 +748,77 @@ def _extract_receipt_line_items(lines: list[DocumentLine]) -> list[dict]:
         used_line_indexes.add(line.line_index)
         used_line_indexes.add(prev_line.line_index)
 
+    fallback_description_lines: list[DocumentLine] = []
+    fallback_price_lines: list[DocumentLine] = []
+
+    for line in lines:
+        if line.line_index in used_line_indexes:
+            continue
+        if line.line_index in protected_amount_indexes:
+            continue
+
+        text = line.text.strip()
+        normalized = line.normalized
+
+        if _candidate_item_description_line(line):
+            fallback_description_lines.append(line)
+            continue
+
+        if _is_price_only_line(line) and not _is_non_item_line(normalized):
+            amount = _extract_line_amount(line)
+            if amount is not None:
+                fallback_price_lines.append(line)
+
+    pair_count = min(len(fallback_description_lines), len(fallback_price_lines))
+    for i in range(pair_count):
+        desc_line = fallback_description_lines[i]
+        price_line = fallback_price_lines[i]
+
+        if desc_line.line_index in used_line_indexes or price_line.line_index in used_line_indexes:
+            continue
+
+        description = desc_line.text.strip()
+        quantity = None
+
+        qty_match = QTY_PREFIX_RE.match(description)
+        if qty_match:
+            quantity = _to_decimal(qty_match.group(1))
+            description = qty_match.group(2).strip()
+
+        description = _clean_item_description(description)
+        line_total = _extract_line_amount(price_line)
+        if not description or line_total is None:
+            continue
+
+        confidence = Decimal("70.00")
+        if quantity is not None:
+            confidence = Decimal("74.00")
+
+        items.append(
+            {
+                "line_index": desc_line.line_index,
+                "raw_description": description,
+                "normalized_description": _normalize_item_description(description),
+                "quantity": str(quantity) if quantity is not None else "",
+                "unit_price": "",
+                "line_total": str(line_total),
+                "item_category": _infer_item_category(description) or "",
+                "confidence": str(confidence),
+                "extra_json": {
+                    "page": desc_line.page,
+                    "bbox": desc_line.bbox,
+                    "price_line_index": price_line.line_index,
+                    "price_bbox": price_line.bbox,
+                    "price_text": price_line.text,
+                    "source_text": desc_line.text,
+                    "source_confidence": desc_line.confidence,
+                    "match_type": "fallback_ordered_block",
+                },
+            }
+        )
+        used_line_indexes.add(desc_line.line_index)
+        used_line_indexes.add(price_line.line_index)
+
     items.sort(key=lambda x: x.get("line_index", 0))
     return items
 

app/routes/documents.py

@@ -28,6 +28,10 @@ from app.logic.extraction import (
     auto_extract_from_document,
     get_current_extracted_fields,
     save_extracted_fields,
+    _extract_receipt_line_items,
+    _get_current_reviewed_text,
+    _get_document_lines,
+    _replace_document_line_items,
 )
 from app.logic.ingest import compute_quality_score, rerun_ocr_for_document
 from app.models.document import Document
@@ -1117,7 +1121,7 @@ def save_reviewed_text(
     document.review_status = "reviewed"
     db.commit()
 
-    return RedirectResponse(url=f"/documents/{document.document_id}?editor_source=reviewed&tab=ocr-review", status_code=303)
+    return RedirectResponse(url=f"/documents/{document.document_id}?tab=line-items&success=saved_reviewed_ocr", status_code=303)
 
 
 @router.post("/{document_id}/save-extracted-fields", response_class=RedirectResponse)
@@ -1254,6 +1258,82 @@ def save_additional_fields_route(
 
 
 
+@router.post("/{document_id}/regenerate-line-items", response_class=RedirectResponse)
+def regenerate_line_items(document_id: str, db: Session = Depends(get_db)):
+    document = (
+        db.query(Document)
+        .options(
+            selectinload(Document.text_versions),
+            selectinload(Document.line_item_set).selectinload(DocumentLineItemSet.items),
+            selectinload(Document.line_item_set_versions),
+        )
+        .filter(Document.document_id == document_id)
+        .first()
+    )
+    if document is None:
+        return RedirectResponse(url="/documents/", status_code=303)
+
+    text_version = _get_current_reviewed_text(document)
+    if text_version is None:
+        return RedirectResponse(
+            url=f"/documents/{document.document_id}?tab=line-items&error=regenerate_line_items_failed",
+            status_code=303,
+        )
+
+    try:
+        lines = _get_document_lines(text_version)
+        items = _extract_receipt_line_items(lines)
+        _replace_document_line_items(db, document, items)
+        db.flush()
+
+        next_version = max([v.version_number for v in document.line_item_set_versions], default=0) + 1
+        version = DocumentLineItemSetVersion(
+            document_id=document.id,
+            version_number=next_version,
+            schema_type=document.line_item_set.schema_type if document.line_item_set else (document.document_type or "generic"),
+            created_by="regenerate_line_items",
+            notes="Regenerated line items from current OCR text.",
+        )
+        db.add(version)
+        db.flush()
+
+        current_items = (
+            db.query(DocumentLineItem)
+            .filter(DocumentLineItem.line_item_set_id == document.line_item_set.id)
+            .order_by(DocumentLineItem.line_number.asc())
+            .all()
+        )
+
+        for item in current_items:
+            db.add(DocumentLineItemVersionItem(
+                set_version_id=version.id,
+                line_number=item.line_number,
+                entry_date=item.entry_date,
+                description=item.description,
+                quantity=item.quantity,
+                unit_price=item.unit_price,
+                line_total=item.line_total,
+                tax_amount=item.tax_amount,
+                category=item.category,
+                notes=item.notes,
+                raw_json=item.raw_json,
+            ))
+
+        db.commit()
+    except Exception:
+        traceback.print_exc()
+        db.rollback()
+        return RedirectResponse(
+            url=f"/documents/{document.document_id}?tab=line-items&error=regenerate_line_items_failed",
+            status_code=303,
+        )
+
+    return RedirectResponse(
+        url=f"/documents/{document.document_id}?tab=line-items&success=regenerated_line_items",
+        status_code=303,
+    )
+
+
 @router.post("/{document_id}/save-line-items", response_class=RedirectResponse)
 async def save_line_items(
     document_id: str,
@@ -1675,6 +1755,59 @@ def _get_current_additional_version_number(document: Document) -> int | None:
             return v.version_number
     return None
 
+
+def _clear_line_items(db: Session, document: Document) -> bool:
+    if not document.line_item_set:
+        return False
+    had_items = bool(document.line_item_set.items)
+    document.line_item_set.items.clear()
+    db.flush()
+    return had_items
+
+
+def _restore_line_items_from_version_number(db: Session, document: Document, target_version_number: int) -> bool:
+    version = (
+        db.query(DocumentLineItemSetVersion)
+        .options(selectinload(DocumentLineItemSetVersion.items))
+        .filter(
+            DocumentLineItemSetVersion.document_id == document.id,
+            DocumentLineItemSetVersion.version_number == target_version_number,
+        )
+        .first()
+    )
+    if version is None:
+        return False
+
+    if document.line_item_set is None:
+        document.line_item_set = DocumentLineItemSet(
+            document_id=document.id,
+            schema_type=version.schema_type or document.document_type or "generic",
+        )
+        db.add(document.line_item_set)
+        db.flush()
+
+    document.line_item_set.schema_type = version.schema_type or document.document_type or "generic"
+    document.line_item_set.items.clear()
+    db.flush()
+
+    for vi in sorted(version.items, key=lambda x: x.line_number):
+        db.add(DocumentLineItem(
+            line_item_set_id=document.line_item_set.id,
+            line_number=vi.line_number,
+            entry_date=vi.entry_date,
+            description=vi.description,
+            quantity=vi.quantity,
+            unit_price=vi.unit_price,
+            line_total=vi.line_total,
+            tax_amount=vi.tax_amount,
+            category=vi.category,
+            notes=vi.notes,
+            raw_json=vi.raw_json,
+        ))
+
+    return True
+
+
 def _parse_restore_choice(value: str) -> tuple[str, int | None]:
     if not value or value == "none":
         return ("none", None)
@@ -1694,6 +1827,7 @@ def apply_source_options(
     ocr_restore_choice: str = Form("none"),
     extracted_restore_choice: str = Form("none"),
     additional_restore_choice: str = Form("none"),
+    line_item_restore_choice: str = Form("none"),
     db: Session = Depends(get_db),
 ):
     document = (
@@ -1770,6 +1904,18 @@ def apply_source_options(
             if _restore_additional_from_version_number(db, document, additional_version):
                 changed = True
 
+        if line_item_restore_choice == "clear":
+            if _clear_line_items(db, document):
+                changed = True
+        elif line_item_restore_choice.startswith("version:"):
+            try:
+                target_line_item_version = int(line_item_restore_choice.split(":", 1)[1])
+            except ValueError:
+                target_line_item_version = None
+            if target_line_item_version is not None:
+                if _restore_line_items_from_version_number(db, document, target_line_item_version):
+                    changed = True
+
         if changed:
             db.commit()
         else:

app/routes/line_items.py

@@ -1,4 +1,5 @@
 from pathlib import Path
+from datetime import datetime
 from decimal import Decimal, InvalidOperation
 
 from fastapi import APIRouter, Depends, Form, Query, Request
@@ -57,21 +58,15 @@ def _line_item_quality_status(item: DocumentLineItem) -> str:
 
 
 def _is_quality_queue_candidate(item: DocumentLineItem) -> bool:
-    if (item.category or "").lower() != "cocktail":
-        return False
-
     extra = _line_item_extra(item)
-    status = str(extra.get("quality_status") or "").strip().lower()
-    rating = str(extra.get("quality_rating") or "").strip()
 
-    if status == "na":
+    if bool(extra.get("is_na")):
         return False
-    if rating:
+    if extra.get("reviewed_at"):
         return False
 
     return True
 
-
 def _build_row(item: DocumentLineItem) -> dict | None:
     line_item_set = item.line_item_set
     document = line_item_set.document if line_item_set is not None else None
@@ -110,6 +105,11 @@ def _build_row(item: DocumentLineItem) -> dict | None:
         "quality_rating": _line_item_quality_rating(item),
         "quality_note": _line_item_quality_note(item),
         "quality_status": _line_item_quality_status(item),
+        "is_reviewed": bool(_line_item_extra(item).get("reviewed_at")),
+        "is_approved": bool(_line_item_extra(item).get("is_approved")),
+        "is_excluded": bool(_line_item_extra(item).get("is_excluded")),
+        "is_na": bool(_line_item_extra(item).get("is_na")),
+        "reviewed_at": _line_item_extra(item).get("reviewed_at") or "",
     }
 
 
@@ -260,7 +260,9 @@ def save_line_item_review(
     return_to: str = Form("list"),
     quality_rating: str = Form(""),
     quality_note: str = Form(""),
-    quality_status: str = Form(""),
+    is_approved: str = Form(""),
+    is_excluded: str = Form(""),
+    is_na: str = Form(""),
     db: Session = Depends(get_db),
 ):
     item = db.query(DocumentLineItem).filter(DocumentLineItem.id == line_item_id).first()
@@ -271,36 +273,36 @@ def save_line_item_review(
 
     rating_clean = quality_rating.strip()
     note_clean = quality_note.strip()
-    status_clean = quality_status.strip().lower()
+    approved_checked = bool(is_approved)
+    excluded_checked = bool(is_excluded)
+    na_checked = bool(is_na)
 
-    if status_clean == "na":
+    extra["is_approved"] = approved_checked
-        extra["quality_status"] = "na"
+    extra["is_excluded"] = excluded_checked
+    extra["is_na"] = na_checked
+    extra["reviewed_at"] = datetime.utcnow().isoformat()
+
+    if na_checked:
         extra.pop("quality_rating", None)
-        if note_clean:
+        extra.pop("quality_note", None)
-            extra["quality_note"] = note_clean
-        else:
-            extra.pop("quality_note", None)
     else:
         if rating_clean:
             extra["quality_rating"] = rating_clean
-            extra["quality_status"] = "rated"
         else:
             extra.pop("quality_rating", None)
-            if status_clean == "rated":
-                extra["quality_status"] = "rated"
-            else:
-                extra.pop("quality_status", None)
 
         if note_clean:
             extra["quality_note"] = note_clean
         else:
             extra.pop("quality_note", None)
 
-    item.extra_json = extra
+    extra.pop("quality_status", None)
+
+    item.raw_json = extra
     db.commit()
 
-    if return_to == "quality_queue":
+    if return_to in {"quality_queue", "queue"}:
-        return RedirectResponse(url="/queue/?tab=quality", status_code=303)
+        return RedirectResponse(url="/line-items/?tab=queue", status_code=303)
 
     redirect_url = (
         f"/line-items/?tab=advanced-search"
@@ -351,7 +353,23 @@ def list_line_items(
 
     summary_rows = _build_summary_rows(items=items, q=q)
 
-    if tab not in {"summary", "advanced-search"}:
+    queue_rows = []
+    for item in items:
+        if not _is_quality_queue_candidate(item):
+            continue
+        row = _build_row(item)
+        if row is not None:
+            queue_rows.append(row)
+
+    queue_rows.sort(
+        key=lambda row: (
+            row["transaction_date"] or "",
+            row["merchant"] or "",
+            row["description"] or "",
+        )
+    )
+
+    if tab not in {"summary", "advanced-search", "queue"}:
         tab = "summary"
 
     if tab == "summary" and any([merchant.strip(), category.strip(), date_from.strip(), date_to.strip(), rating_min.strip(), rating_max.strip()]):
@@ -364,6 +382,7 @@ def list_line_items(
             "request": request,
             "rows": detail_rows,
             "summary_rows": summary_rows,
+            "queue_rows": queue_rows,
             "q": q,
             "merchant": merchant,
             "category": category,

app/templates/documents/detail.html

@@ -21,6 +21,12 @@
             </div>
         {% elif success == "rerun_ocr" %}
     <div class="success-message">OCR rerun successfully.</div>
+{% elif success == "regenerated_line_items" %}
+    <div class="success-message">Line items regenerated successfully.</div>
+{% elif success == "saved_reviewed_ocr" %}
+    <div class="success-message">Reviewed OCR saved.</div>
+{% elif success == "saved_reviewed_ocr" %}
+    <div class="success-message">Reviewed OCR saved.</div>
 {% elif error == "rerun_ocr_failed" %}
             <div class="error-box">OCR rerun failed.</div>
         {% elif error == "save_field_enriched_failed" %}
@@ -362,6 +368,12 @@
         <p class="empty-state">No line items saved yet.</p>
     {% endif %}
 
+    <div class="button-row" style="margin-bottom: 0.75rem;">
+        <form method="post" action="/documents/{{ document.document_id }}/regenerate-line-items" style="display:inline;">
+            <button type="submit">Regenerate Line Items</button>
+        </form>
+    </div>
+
     <form method="post" action="/documents/{{ document.document_id }}/save-line-items">
         {% set base_count = line_items|length %}
         {% set row_count = base_count + 3 if base_count > 0 else 12 %}
@@ -505,8 +517,7 @@ function addRow() {
 
                             <div class="card" style="padding:1rem;">
                                 <h3 style="margin-top:0;">Data Reset</h3>
-
+<div style="display:grid; grid-template-columns: 180px 1fr; gap:0.75rem; align-items:center; margin-bottom:0.75rem;">
-                                <div style="display:grid; grid-template-columns: 180px 1fr; gap:0.75rem; align-items:center; margin-bottom:0.75rem;">
                                     <strong>OCR</strong>
                                     <select name="ocr_restore_choice">
                                         <option value="none" selected>No change</option>
@@ -528,7 +539,7 @@ function addRow() {
                                     </select>
                                 </div>
 
-                                <div style="display:grid; grid-template-columns: 180px 1fr; gap:0.75rem; align-items:center;">
+                                <div style="display:grid; grid-template-columns: 180px 1fr; gap:0.75rem; align-items:center; margin-bottom:0.75rem;">
                                     <strong>Additional fields</strong>
                                     <select name="additional_restore_choice">
                                         <option value="none" selected>No change</option>
@@ -538,6 +549,17 @@ function addRow() {
                                         {% endfor %}
                                     </select>
                                 </div>
+
+                                <div style="display:grid; grid-template-columns: 180px 1fr; gap:0.75rem; align-items:center;">
+                                    <strong>Line items</strong>
+                                    <select name="line_item_restore_choice">
+                                        <option value="none" selected>No change</option>
+                                        <option value="clear">Clear</option>
+                                        {% for version in document.line_item_set_versions %}
+                                        <option value="version:{{ version.version_number }}">v{{ version.version_number }} — {{ version.created_at }}</option>
+                                        {% endfor %}
+                                    </select>
+                                </div>
                             </div>
 
                             <div>

app/templates/line_items/list.html

@@ -21,6 +21,7 @@
             <div class="right-pane-tabs">
                 <button class="tab-button{% if active_tab == 'summary' %} active{% endif %}" type="button" data-tab="summary">Summary</button>
                 <button class="tab-button{% if active_tab == 'advanced-search' %} active{% endif %}" type="button" data-tab="advanced-search">Advanced Search</button>
+                <button class="tab-button{% if active_tab == 'queue' %} active{% endif %}" type="button" data-tab="queue">Queue</button>
             </div>
 
             <div class="tab-panel{% if active_tab == 'summary' %} active{% endif %}" data-panel="summary">
@@ -152,6 +153,18 @@
                                     {% if row.quality_rating %}
                                         <span class="badge reviewed">Rating {{ row.quality_rating }}</span>
                                     {% endif %}
+                                    {% if row.is_reviewed %}
+                                        <span class="badge">Reviewed</span>
+                                    {% endif %}
+                                    {% if row.is_approved %}
+                                        <span class="badge reviewed">Approved</span>
+                                    {% endif %}
+                                    {% if row.is_excluded %}
+                                        <span class="badge">Excluded</span>
+                                    {% endif %}
+                                    {% if row.is_na %}
+                                        <span class="badge">N/A</span>
+                                    {% endif %}
                                 </div>
                             </div>
 
@@ -166,11 +179,20 @@
                                 <input type="hidden" name="return_to" value="list">
 
                                 <div class="form-grid">
-                                    <div class="form-field">
+                                                                    <div class="form-field">
-                                        <label for="quality_rating_{{ row.line_item_id }}">Quality rating</label>
+                                    <label for="quality_rating_{{ row.line_item_id }}">Quality rating</label>
-                                        <input id="quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8.5 or 4/5">
+                                    <input id="quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8.5 or 4/5">
+                                </div>
+                                <div class="form-field">
+                                    <label>Review flags</label>
+                                    <div style="display:flex; gap:0.75rem; flex-wrap:wrap; margin-top:0.35rem;">
+                                        <label><input type="checkbox" name="is_approved" value="1" {% if row.is_approved %}checked{% endif %}> Approved</label>
+                                        <label><input type="checkbox" name="is_excluded" value="1" {% if row.is_excluded %}checked{% endif %}> Excluded</label>
+                                        <label><input type="checkbox" name="is_na" value="1" {% if row.is_na %}checked{% endif %} onchange="toggleReviewNA(this)"> N/A</label>
                                     </div>
-                                    <div class="form-field full">
+                                </div>
+                                <div class="form-field full">
+
                                         <label for="quality_note_{{ row.line_item_id }}">Quality note</label>
                                         <textarea id="quality_note_{{ row.line_item_id }}" name="quality_note" rows="3" placeholder="Taste, portion, texture, service notes...">{{ row.quality_note }}</textarea>
                                     </div>
@@ -188,6 +210,79 @@
                     {% endif %}
                 </div>
             </div>
+
+            <div class="tab-panel{% if active_tab == 'queue' %} active{% endif %}" data-panel="queue">
+                <h2 class="card-title">Quality Review Queue</h2>
+
+                {% if queue_rows %}
+                    {% for row in queue_rows %}
+                    <div class="card" style="margin-bottom: 1rem;">
+                        <div class="topbar" style="margin-bottom: 0.75rem;">
+                            <div>
+                                <div class="page-subtitle">{{ row.transaction_date }} · {{ row.merchant }}</div>
+                                <h3 class="card-title" style="margin: 0.2rem 0 0 0;">{{ row.description }}</h3>
+                                <div class="page-subtitle">{{ row.raw_description }}</div>
+                            </div>
+                            <div class="badges">
+                                {% if row.category %}
+                                    <span class="badge">{{ row.category }}</span>
+                                {% endif %}
+                                {% if row.quantity %}
+                                    <span class="badge">Qty {{ row.quantity }}</span>
+                                {% endif %}
+                                {% if row.line_total %}
+                                    <span class="badge">${{ row.line_total }}</span>
+                                {% endif %}
+                                {% if row.confidence %}
+                                    <span class="badge">Conf {{ row.confidence }}</span>
+                                {% endif %}
+                                {% if row.quality_rating %}
+                                    <span class="badge reviewed">Rating {{ row.quality_rating }}</span>
+                                {% endif %}
+                            </div>
+                        </div>
+
+                        <form method="post" action="/line-items/{{ row.line_item_id }}/review">
+                            <input type="hidden" name="q" value="">
+                            <input type="hidden" name="merchant" value="">
+                            <input type="hidden" name="category" value="">
+                            <input type="hidden" name="date_from" value="">
+                            <input type="hidden" name="date_to" value="">
+                            <input type="hidden" name="rating_min" value="">
+                            <input type="hidden" name="rating_max" value="">
+                            <input type="hidden" name="return_to" value="queue">
+
+                            <div class="form-grid">
+                                                                <div class="form-field">
+                                    <label for="queue_quality_rating_{{ row.line_item_id }}">Quality rating</label>
+                                    <input id="queue_quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8.5 or 4/5">
+                                </div>
+                                <div class="form-field">
+                                    <label>Review flags</label>
+                                    <div style="display:flex; gap:0.75rem; flex-wrap:wrap; margin-top:0.35rem;">
+                                        <label><input type="checkbox" name="is_approved" value="1" {% if row.is_approved %}checked{% endif %}> Approved</label>
+                                        <label><input type="checkbox" name="is_excluded" value="1" {% if row.is_excluded %}checked{% endif %}> Excluded</label>
+                                        <label><input type="checkbox" name="is_na" value="1" {% if row.is_na %}checked{% endif %} onchange="toggleReviewNA(this)"> N/A</label>
+                                    </div>
+                                </div>
+                                <div class="form-field full">
+
+                                    <label for="queue_quality_note_{{ row.line_item_id }}">Quality note</label>
+                                    <textarea id="queue_quality_note_{{ row.line_item_id }}" name="quality_note" rows="3" placeholder="Taste, portion, texture, service notes...">{{ row.quality_note }}</textarea>
+                                </div>
+                            </div>
+
+                            <div class="button-row" style="margin-top: 1rem;">
+                                <button class="primary" type="submit">Save rating/note</button>
+                                <a class="button-link" href="/documents/{{ row.document_id }}?tab=line-items">Open document</a>
+                            </div>
+                        </form>
+                    </div>
+                    {% endfor %}
+                {% else %}
+                    <p class="empty-state">No line items are waiting for quality review.</p>
+                {% endif %}
+            </div>
         </div>
     </main>
 </div>
@@ -211,6 +306,21 @@
     const tabButtons = document.querySelectorAll("[data-tab]");
     const tabPanels = document.querySelectorAll("[data-panel]");
 
+    function toggleReviewNA(el) {
+        const form = el.closest("form");
+        if (!form) return;
+        const disabled = el.checked;
+        form.querySelectorAll('input[type="text"], textarea').forEach(function (field) {
+            if (field.name === "quality_rating" || field.name === "quality_note") {
+                field.disabled = disabled;
+            }
+        });
+    }
+
+    document.querySelectorAll('input[name="is_na"]').forEach(function (el) {
+        if (el.checked) toggleReviewNA(el);
+    });
+
     function activateTab(target) {
         tabButtons.forEach(function (b) {
             b.classList.toggle("active", b.getAttribute("data-tab") === target);