Disease's type
GDM
Experimental grouping
GDM(n=607),Normal Glucose Tolerance(n=833)
GPT's summary
This research developed a prediction model for GDM using maternal age, afamin levels during early pregnancy, triglyceride levels, and the platelet-to-lymphocyte ratio. The model demonstrated satisfactory performance with an AUC of 0.748 and a good fit according to the Hosmer-Lemeshow test, suggesting it could be helpful for the early diagnosis and intervention of GDM.
RF's name
Afamin
Sample's type
Serum
Gestational weeks
10th to 12th gestational weeks
Experiemental methods
ELISA
Machine learning algorithms
Multivariate Logistic Regression
Title
The Clinical Values of Afamin, Triglyceride and PLR in Predicting Risk of Gestational Diabetes During Early Pregnancy
Evidence's type
Risk factor
Year
2021
Journal
Frontiers in Endocrinology
PMID