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. 2022 Nov 9;51(D1):D1512–D1518. doi: 10.1093/nar/gkac1005

Table 1.

Training and testing datasets and evaluation results of automation tools

Modules Train/test Precision/recall/ F1-score
Vaccines recognition and normalization NA/500 97.2/96.0/96.3
Strains recognition and normalization NA/500 98.8/96.5/97.1
Long COVID 5733/1911 77.0/87.7/82.0
Topic annotations 31 199/2500 93.7/91.5/92.1
Document triage (overall) 39 975/10 025 99.5/95.4/97.4