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. 2021 Apr 30;9(4):e24020. doi: 10.2196/24020

Table 5.

Results (counts) of error analysis for false-positive errors for the Observation entity type.

Error type Stanza [48], n ClinicalBERTa with ITPTb, n
Relative 31 20
Nonerror 10 9
Trauma or procedure 2 6
Negation 7 9
True 0 6

aBERT: Bidirectional Encoder Representations from Transformers.

bITPT: intermediate-task pretraining.