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Table 11 Performance of deduplication tools in the Depression dataset

From: The Automated Systematic Search Deduplicator (ASySD): a rapid, open-source, interoperable tool to remove duplicate citations in biomedical systematic reviews

 

TP

TN

FN

FP

Sensitivity (SE)

Specificity (SE)

Precision

F1

Time

Human

9393

69,720

742

25

0.927 (0.003)

1

0.997

0.961

Unknown

EndNote

7531

69,740

2604

5

0.743 (0.004)

1

0.999

0.852

 < 30 min

SRA-DM

9462

68,411

673

1334

0.934 (0.002)

0.981

0.876

0.904

 ~ 48 h

ASySD

9627

69,689

508

56

0.951 (0.002)

0.999

0.994

0.972

 < 1 h

  1. TP True positives, TN True negatives; FN False negatives, FP False positives, SE Standard error
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BMC Biology

ISSN: 1741-7007

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