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e967a67052601a342287f32e19b439f0f4bb010a
anonymisation/regression_tests/baseline/trackare-18009635-23098754_18009635_23098754.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": "force_term", "original": "CENTRE HOSPITALIER COTE BASQUE", "placeholder": "[MASK]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Delphine DEMARSY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "PAULINE BOURLIER", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "ADRESSE", "original": "7 RUE DE LA BERGERIE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "64250 CAMBO LES BAINS", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "0677217999", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "BOULIER", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 4, "kind": "NOM", "original": "Dutoict", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 4, "kind": "ETAB", "original": "clinique d'Aguilera", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Marion", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Marion", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Marion", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Elisa", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Elisa MAURY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Elisa", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 11, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 15, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 16, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 17, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Marie-Laure", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Pierre SABATIER", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Pierre SABATIER", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Pierre SABATIER", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "IPP", "original": "18009635", "placeholder": "[IPP]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 21/10/1962", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "VILLE", "original": "CROIX", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64240", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "VILLE", "original": "HASPARREN", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Delphine DEMARSY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "ADRESSE", "original": "7 RUE DE LA BERGERIE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "64250 CAMBO LES BAINS", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "07 68 58 14\n66", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "06 70 90 73\n20", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "0677217999", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 1, "kind": "NOM", "original": "BRETON", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 4, "kind": "ETAB", "original": "clinique d'Aguilera", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
{"page": 4, "kind": "NOM", "original": "Dutoict", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Marion GSCHWIND", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Marion GSCHWIND", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Marion GSCHWIND", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Elisa MAURY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Elisa MAURY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Elisa MAURY", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Pierre SABATIER Dr", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 18, "kind": "NOM", "original": "Pierre SABATIER Dr", "placeholder": "[NOM]", "bbox_hint": null}
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