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Table 4 Results of ascertainment of the level of evidence using GRADE recommendations

From: Vaccination and rheumatoid arthritis: an updated systematic review and meta-analysis of data from 25,949,597 participants

Outcome

Exposure

Study numbers

GRADE

Evidence quality

Risk of bias

Inconsistency*

Indirectness**

Imprecision***

Publication bias

RA

Any type of vaccine

16

0

-1a

0

0

0

Very Low

RA

HPV

7

0

-1a

0

0

0

Very Low

RA

Influenza

5

0

0

0

0

0

Low

RA

COVID-19

3

0

-1a

0

0

0

Very Low

RA

Anthrax

1

0

0

0

0

0

Very Low

RA

Herpes Zoster

1

0

0

0

0

0

Very Low

RA

Duration of follow-up<1year

3

0

-1a

0

0

0

Very Low

RA

Duration of follow-up ≥ 1 year

9

0

-1a

0

0

0

Very Low

RA

Cohort study

12

0

-1a

0

0

0

Very Low

RA

Cace-control study

4

0

-1a

0

0

0

Very Low

RA

High quality study

9

0

-1a

0

0

0

Very Low

RA

Moderate or Low quality study

7

0

-1a

0

0

0

Very Low

  1. RA: Rheumatoid Arthritis; Explanations: a. high heterogeneity; The relevant information on GRADE certainty of evidence can be found at
  2. * Inconsistency refers to the variability in the results across studies, often characterized by non-overlapping confidence intervals or high heterogeneity, suggesting that the studies are not measuring the same underlying effect. This could be due to differences in study populations, interventions, or methods. ** Indirectness occurs when the population, intervention, or outcomes in the studies do not directly answer the review question, or the results are not directly applicable to the population or intervention of interest in the review. *** Imprecision refers to the lack of sufficient data to draw reliable conclusions, often due to wide confidence intervals or a small sample size in the studies, which prevent precise estimates of the effect