Table 2.
Unit of Analysis | Kappa (95% CI) | F-measure |
Document | 0.87 (0.82,0.93) | |
Concept | ||
Signs and Symptoms | 0.61 (0.57, 0.86) | |
Diagnoses | 0.83 (0.80, 0.87) | |
Procedures | 0.63 (0.56, 0.68) | |
Medications | 0.82 (0.76, 0.86) | |
all classes | 0.72 (0.70, 0.74) | |
Attribute | ||
Granularity | 0.34 (0.28,0.41) | |
Ambiguity | 0.08 (0.04,0.13) | |
Relevance | ** | |
Negation | 0.67 (0.60,0.74) | |
Temporality | 0.67 (0.61,0.73) | |
Experiencer | 1 | |
Reason for Service | 0.06 (0.03,0.09) | |
Note Section | 0.54 (0.50,0.59) |
** Kappa for relevance could not be estimated
*** Only 1 concept was annotated as describing an experiencer other than the patient.