deidentify i2b2 outputs

gistfile1.txt

IDENTIFIED
{
  DATE: { missed: 792, hits: 4166, recall: 0.8402581686163776 },
  DOCTOR: { missed: 310, hits: 1575, recall: 0.8355437665782494 },
  PATIENT: { missed: 186, hits: 684, recall: 0.7862068965517242 },
  USERNAME: { missed: 0, hits: 92, recall: 1 },
  HOSPITAL: { missed: 62, hits: 712, recall: 0.9198966408268734 },
  STREET: { missed: 50, hits: 85, recall: 0.6296296296296297 },
  CITY: { missed: 44, hits: 210, recall: 0.8267716535433071 },
  STATE: { missed: 2, hits: 188, recall: 0.9894736842105263 },
  COUNTRY: { missed: 48, hits: 64, recall: 0.5714285714285714 },
  ZIP: { missed: 94, hits: 46, recall: 0.32857142857142857 },
  ORGANIZATION: { missed: 23, hits: 53, recall: 0.6973684210526315 },
  'LOCATION-OTHER': { missed: 7, hits: 5, recall: 0.4166666666666667 },
  AGE: { missed: 580, hits: 0, recall: 0 },
  NAME: { missed: 496, hits: 2351, recall: 0.8257815244116614 },
  LOCATION: { missed: 330, hits: 1363, recall: 0.8050797401063201 },
  OVERALL: { missed: 1618, hits: 7880, recall: 0.8296483470204253 },
  'NAME / LOCATION / ORGANIZATION': { hits: 3767, missed: 849, recall: 0.8160745233968805 }
}
FLAGGED
{
  NAME: 3355,
  LOCATION: 886,
  DATE: 5021,
  PHONE: 139,
  ORGANIZATION: 3419,
  FAX: 336,
  OVERALL: 13156,
  'NAME / LOCATION / ORGANIZATION': 7660
}
PRECISIONS
{
  'NAME / LOCATION / ORGANIZATION': 0.49177545691906005,
  DATE: 0.8297151961760606,
  OVERALL: 0.5989662511401642
}
F1 Score
0.6956828816103117