Skip to main content

Table 4 PROBAST results

From: Cardiovascular complications in a diabetes prediction model using machine learning: a systematic review

Study

ROB

Applicability

Overall

Participants

Predictors

Outcome

Analysis

Participants

Predictors

Outcome

ROB

Applicability

Athanasiou et al. 2020

+

+

+

+

+

+

+

Dworzynski et al. 2020

+

+

+

+

+

+

+

Zarkogianni et al. 2018

+

+

?

+

+

+

+

Derevitskii and Kovalchuk 2020

+

+

+

?

+

+

+

?

+

Dalakleidi et al. 2017

?

+

+

?

+

+

+

?

+

Mei and Xia 2019

+

+

+

?

+

+

+

?

+

Nowak et al. 2018

+

+

?

+

+

+

+

?

+

Chu et al. 2021

+

+

?

+

+

+

+

Hossain et al. 2021

+

+

?

?

+

+

+

?

+

Miao et al. 2020

?

+

?

?

+

+

+

?

+

  1. “+” indicates low ROB/low concern regarding applicability; “−” indicates high ROB/high concern regarding applicability; and “?” indicates unclear ROB/unclear concern regarding applicability
  2. ROB risk of bias