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e967a67052601a342287f32e19b439f0f4bb010a
anonymisation/regression_tests/baseline/trackare-07026002-23061319_07026002_23061319.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": "ADRESSE", "original": "6 RUE CHANDIRU BAITA", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Jon HERNANDORENA", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "ADRESSE", "original": "2, ALLÉE PRESSABURU ", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "64122 URRUGNE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "0612186137", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Gheck", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Lagarrigue", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 4, "kind": "NOM", "original": "Gheck", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 4, "kind": "NOM", "original": "Gheck", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Juliette", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 11, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 15, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 16, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 17, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 18, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 19, "kind": "DATE_NAISSANCE", "original": "née le 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 19, "kind": "ETAB", "original": "Service Mademoiselle MORENO ANITA", "placeholder": "[MASK]", "bbox_hint": null}
{"page": 19, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 19, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "IPP", "original": "07026002", "placeholder": "[IPP]", "bbox_hint": null}
{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 0, "kind": "VILLE", "original": "MONTBELIARD", "placeholder": "[VILLE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64122", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "ADRESSE", "original": "6 RUE CHANDIRU BAITA\tVille de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 0, "kind": "ADRESSE", "original": "2, ALLÉE PRESSABURU ", "placeholder": "[ADRESSE]", "bbox_hint": null}
{"page": 0, "kind": "CODE_POSTAL", "original": "64122 URRUGNE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "06 12 18 61\n37", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "0612186137", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 0, "kind": "TEL", "original": "06 12 18 61\n37", "placeholder": "[TEL]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Gheck", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 2, "kind": "NOM", "original": "Lagarrigue", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 4, "kind": "NOM", "original": "Gheck", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 5, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette LAGARRIGUE", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 6, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 7, "kind": "NOM", "original": "Juliette LAGARRIGU", "placeholder": "[NOM]", "bbox_hint": null}
{"page": 19, "kind": "DATE_NAISSANCE", "original": "née le 27/09/1985", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
{"page": 19, "kind": "ETAB", "original": "Service Mademoiselle MORENO ANITA", "placeholder": "[MASK]", "bbox_hint": null}
{"page": 19, "kind": "NOM", "original": "Sophie GHECK", "placeholder": "[NOM]", "bbox_hint": null}
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