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Table 7 Performance of deduplication tools in the Neuroimaging 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

1274

2134

24

6

0.982 (0.004)

0.997 (0.001)

0.995

0.988

Unknown

EndNote

983

2137

315

3

0.757 (0.012)

0.999 (0.001)

0.997

0.861

 < 5 min

SRA-DM

1050

2098

248

42

0.81 (0.011)

0.98 (0.003)

0.962

0.879

 < 5 min

ASySD

1279

2137

19

3

0.985 (0.003)

0.999 (0.001)

0.998

0.991

 < 5 min

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