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. 2021 Jan 29;16(1):e0245533. doi: 10.1371/journal.pone.0245533

Table 2. Entity extraction evaluation based on manually annotated data.

Human annotation, n System annotation, n Precision Recall F1-score
Female people 2,906 3,387 72.4% 77.6% 75.0%
Male people 8,381 10,034 77.4% 92.1% 84.2%
Female sources 1,442 1,104 94.6% 64.6% 76.8%
Male sources 3,809 3,346 87.7% 76.5% 81.8%