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Table 1 Published data sets used for testing the approach

From: Title and abstract screening for literature reviews using large language models: an exploratory study in the biomedical domain

Name

Topic

Number of publications

Relevant publications (%)

Reference

Appenzeller-Herzog_2020

Wilson’s Disease

3479

26 (0.75%)

[40]

Bos_2018

Cerebral small vessel disease and dementia

5756

10 (0.18%)

[41]

Donners_2021

Emicizumab

660

15 (2.27%)

[42]

Jeyaraman_2021

Osteoarthritis

1194

96 (2.26%)

[43]

Leenaars_2020

Rheumatoid arthritis

9543

792 (8.30%)

[44]

Mejboom_2021

TNFα-inhibitors and biosimilars

2224

37 (1.66%)

[45]

Muthu_2021

Spine surgery

3254

354 (10.88%)

[46]

Oud_2018

Borderline personality disorder

1053

20 (1.90%)

[47]

van_de_Schoot_2018

PTSD

6225

38 (0.61%)

[48]

Wolters_2018

Dementia and heart disease

5038

19 (0.38%)

[49]