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e967a67052601a342287f32e19b439f0f4bb010a
anonymisation/regression_tests/baseline/trackare-20028293-23070052_20028293_23070052.audit.jsonl
Domi31tls e967a67052 feat(phase2): Extraction layout-aware multi-colonnes — 322 fuites → 0, -103 FP 
Phase 2 de l'amélioration qualité anonymisation :

1. Extraction multi-colonnes (PyMuPDF layout-aware) :
   - Nouvelle fonction _extract_page_layout_aware() détecte les layouts
     sidebar+corps (typiques des CRH/CRO hospitaliers)
   - Remplace pdfplumber comme extraction primaire (PyMuPDF blocks)
   - Élimine l'entrelacement de texte entre sidebar et corps médical
   - pdfplumber conservé pour les tables et comme fallback

2. Masquage FINESS multiline :
   - Détection "N° Finess\n[...]\n640000162" (label et numéro séparés)
   - Propagation globale du numéro FINESS sur toutes les pages
   - Gestion du format *640000162* (avec astérisques Trackare)

3. Masquage URLs hospitalières (www.ch-xxx.fr)

4. Nettoyage crochets doubles [[PLACEHOLDER]] → [PLACEHOLDER]

Résultats non-régression (30 fichiers audit) :
- Fuites : 322 → 0 (-100%)
- Faux positifs : 113 → 10 (-91%)
- 0 régression fonctionnelle
- OGC 1-59 : 0 fuite soignant, 0 FINESS, 0 lieu de naissance

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 18:19:08 +01:00

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{"page": 0, "kind": "NOM", "original": "Adeline LACRAZ", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Maritxu IDIART", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "05.57.82.04.34", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Thibault", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Mathilde", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Pauline SIE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Séverine", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Pauline SIE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Mathilde", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 6, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Thibault MOLES", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 11, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 12, "kind": "NIR", "original": "232119973408913", "placeholder": "[NIR]", "bbox_hint": null}
{"page": 12, "kind": "NOM", "original": "CAZAYUS Maxime", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 12, "kind": "NOM", "original": "CAZAYUS Maxime", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 12, "kind": "ETAB", "original": "www.ch-cote-basque.fr", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Rémi SEGUES", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Julien", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "David LEYSSENE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Julien", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Julien", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "IPP", "original": "20028293", "placeholder": "[IPP]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "VILLE", "original": "BERASTEGUI", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64220", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "VILLE", "original": "MENDIVE", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Adeline LACRAZ", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "05.57.82.04.34", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "06 36 14 46\n02", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Thibault MOLES", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Pauline SIE- VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 3, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Pauline SIE- VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Séverine POULAIN", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Pauline SIE-VALAT", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Mathilde DARGELOS", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Thibault MOLES", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Sarra MILADI", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 12, "kind": "ETAB", "original": "www.ch-cote-basque.fr", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
{"page": 12, "kind": "NIR", "original": "232119973408913", "placeholder": "[NIR]", "bbox_hint": null}
{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 29/11/1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 29-11-1932", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 12, "kind": "VILLE", "original": "99134", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 12, "kind": "NOM", "original": "CAZAYUS Maxime", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 12, "kind": "NOM", "original": "CAZAYUS Maxime", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Rémi SEGUES Dr", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "David LEYSSENE Dr", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 13, "kind": "NOM", "original": "Julien GUILLEMAUD", "placeholder": "[NOM]", "bbox_hint": null}
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