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Table 1 Binary results by summation of sentiment (1, 0, −1)

From: GPT meets PubMed: a novel approach to literature review using a large language model to crowdsource migraine medication reviews

Medication

Cumulative score

Total articles

Mean score

A: Gemini Rankings (Top 20)

 sumatriptan

169.5a

218

0.778

 topiramate

73

93

0.785

 rizatriptan

63.5a

68

0.934

 erenumab

47

48

0.979

 almotriptan

47

48

0.979

 zolmitriptan

46

51

0.902

 galcanezumab

44

45

0.978

 frovatriptan

31

32

0.969

 fremanezumab

31

31

1.000

 lasmiditan

29

30

0.967

 onabotulinumtoxina

28

30

0.933

 eptinezumab

28

29

0.966

 sodium-valproate

21

25

0.840

 eletriptan

20

24

0.833

 naratriptan

16

19

0.842

 ubrogepant

15

15

1.000

 naproxen-sodium

15

15

1.000

 metoprolol

13

20

0.650

 prochlorperazine

12

13

0.923

 metoclopramide

12

22

0.545

B: GPT Rankings (Top 20)

 sumatriptan

224

300

0.747

 topiramate

84

115

0.730

 rizatriptan

78

84

0.929

 zolmitriptan

58

70

0.829

 erenumab

49

51

0.961

 galcanezumab

48

50

0.960

 almotriptan

47

51

0.922

 metoclopramide

38

66

0.576

 frovatriptan

35

35

1.000

 fremanezumab

32

32

1.000

 onabotulinumtoxina

30

34

0.882

 eptinezumab

29

30

0.967

 sodium-valproate

28

33

0.848

 lasmiditan

28

29

0.966

 eletriptan

28

31

0.903

 prochlorperazine

20

22

0.909

 metoprolol

18

24

0.750

 naratriptan

17

19

0.895

 naproxen-sodium

17

20

0.850

 ubrogepant

13

15

0.867

  1. aScore results of 0.5 occurred due to the LLM not following directions to limit output to −1, 0, or 1