Table 4.
PHI Type | PHI sub-type | Count | # FNs | # FNs per 100,000 words | Per Category Recall | Per Category Precision |
Name | Patient Name | 54 | 0 | 0 | 1.00 | |
Patient Name Initial | 2 | 2 | 0.598 | 0.00 | ||
Relative/Proxy Name | 175 | 4 | 1.195 | 0.977 | ||
Clinician Name | 593 | 3 | 1.494 | 0.995 | 0.725 | |
Date | Date (not year) | 482 | 26 | 7.769 | 0.946 | |
Year | 46 | 11 | 3.287 | 0.761 | 0.713 | |
Location | 367 | 10 | 4.482 | 0.973 | 0.922 | |
Phone | 53 | 0 | 0 | 1.00 | 0.898 | |
Age over 89 | 4 | 1 | 0.299 | 0.750 | 0.600 | |
Undefined | 3 | 2 | 0.598 | 0.333 | N/A | |
Overall | 1779 | 59 | 19.720 | 0.967 | 0.749 |
(FNs are false negatives and N/A indicates not applicable)