Skip to main content

Table 1 Variables included in modeling based on insulin consumption

From: Predicting Gestational Diabetes Mellitus in the first trimester using machine learning algorithms: a cross-sectional study at a hospital fertility health center in Iran

Variables included in modeling

  

Variable name

Type

Values

Age

Quantitative

19–48 (year)

BMI

Quantitative

16–169 (kg/m2)

History of hypertension

Categorical

Yes

No

Family history of diabetes mellitus

Categorical

Yes

No

Family history of hypertension

Categorical

Yes

No

History of abortion in previous pregnancies

Quantitative

0–6

History of cardiovascular diseases

Categorical

Yes

No

History of endocrine metabolic disease

Categorical

Yes

No

History of digestive disease

Categorical

Yes

No

Current obstetric normal

Categorical

Yes

No

History of infertility

Categorical

Yes

No