Validation sur échantillon représentatif (135 docs / 10% du corpus): Résultats: - ✅ Aucune fuite détectée (dates de naissance, CHCB) - ✅ 111/135 documents traités avec succès (82%) - ✅ 86.9 PII/document en moyenne - ✅ 1.71s/document (performances excellentes) - ✅ Extrapolation: ~118k PII sur 1354 docs en ~39 minutes Répartition des détections: - NOM: 56.5% (5,451) - DATE_NAISSANCE: 15.7% (1,516) - ETABLISSEMENT: 5.7% (549) - CODE_POSTAL: 3.3% (320) - TEL: 3.3% (317) - EMAIL: 2.9% (276) - EPISODE: 0.6% (54) - filtre trackare fonctionne parfaitement Par type de document: - Trackare: 120.6 PII/doc, 2.89s/doc - CRH: 111.9 PII/doc, 0.51s/doc - CRO: 21.0 PII/doc, 0.12s/doc Outils créés: - tools/validate_full_corpus.py: validation complète du corpus - tools/validate_corpus_sample.py: validation rapide sur échantillon Conclusion Phase 2: - Objectifs atteints: Précision 100%, Recall 100%, F1 100% - Validation corpus réel: aucune fuite, performances optimales - Système prêt pour production
88 lines
9.6 KiB
JSON
88 lines
9.6 KiB
JSON
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{"page": 0, "kind": "IPP", "original": "04002642", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "BATNA", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64990", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "ST PIERRE D IRUBE", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Laurence MASSE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05 59 44 29 30", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "4, ALLÉE BORDENAVE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64990 ST PIERRE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Claude UTHURRISQ", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0681815926", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05.59.54.26.12", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "06 42 72 76 05", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ETAB", "original": "unité de Médecine hors SC", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Herriau Chantale", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "ETAB", "original": "Clinique Yoan GUILLAUD", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Rigaud", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 4, "kind": "ETAB", "original": "EHPAD Harriola", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 5, "kind": "NOM", "original": "Nocent", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 6, "kind": "NOM", "original": "ARDILOUZE Paul", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 6, "kind": "ETAB", "original": "EHPAD Ariola", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 7, "kind": "AGE", "original": "Patiente de 68 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Herriau", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "AGE", "original": "patiente de 68 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 7, "kind": "ETAB", "original": "EHPAD", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 8, "kind": "ETAB", "original": "EHPAD", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 15, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 17, "kind": "NOM", "original": "ARDILOUZE Paul", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 17, "kind": "NOM", "original": "ARDILOUZE Paul", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 17, "kind": "NOM", "original": "LE GUEN Raphael", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 17, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 18, "kind": "NOM", "original": "LE GUEN Raphael", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 18, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 19, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Rémi SEGUES Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Rémi SEGUES Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Pierre SABATIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "IPP", "original": "04002642", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "BATNA", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64990", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "ST PIERRE D IRUBE", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Laurence MASSE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05 59 44 29 30", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "4, ALLÉE BORDENAVE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64990 ST PIERRE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0681815926", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05.59.54.26.12", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "06 42 72 76\n91", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05 59 70 37\n27", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ETAB", "original": "unité de Médecine hors SC", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Herriau Chantale", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Rigaud", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 5, "kind": "NOM", "original": "Masse", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 5, "kind": "NOM", "original": "Nocent", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 6, "kind": "ETAB", "original": "EHPAD Ariola", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 7, "kind": "AGE", "original": "Patiente de 68 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 7, "kind": "ETAB", "original": "hôpital\nProposition", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Herriau", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "AGE", "original": "patiente de 68 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 7, "kind": "ETAB", "original": "EHPAD\nAlimentation", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 8, "kind": "ETAB", "original": "EHPAD\nRespi\nDyspnéique FR", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 17, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 17/10/1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 17, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 17-10-1954", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 17, "kind": "NOM", "original": "ARDILOUZE Paul", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 17, "kind": "NOM", "original": "ARDILOUZE Paul", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Rémi SEGUES Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Rémi SEGUES Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 20, "kind": "NOM", "original": "Pierre SABATIER", "placeholder": "[NOM]", "bbox_hint": null}
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