Skip to main content

Table 6 Results for coding by lead author of 50 articles randomly selected from each decile of T0 classifier scores (PubMed IDs and coding available in Additional file 5)

From: Classifying publications from the clinical and translational science award program along the translational research spectrum: a machine learning approach

Decile

T0

notT0

Threshold

FPR

TPR

0.9–1.0

46

4

1

0

0

0.8–0.9

40

10

0.9

0.013986

0.214953

0.7–0.8

36

14

0.8

0.048951

0.401869

0.6–0.7

32

18

0.7

0.097902

0.570093

0.5–0.6

22

28

0.6

0.160839

0.719626

0.4–0.5

12

38

0.5

0.258741

0.82243

0.3–0.4

12

38

0.4

0.391608

0.878505

0.2–0.3

8

42

0.3

0.524476

0.934579

0.1–0.2

5

45

0.2

0.671329

0.971963

0–0.1

1

49

0.1

0.828671

0.995327

  1. Columns contain the number of publications classified as either T0 or not T0 above each threshold classifier value, along with the calculated false positive rate (FPR) and true positive rate (TPR)