Disease's type
GDM
Experimental grouping
GDM(n=49611),Normal Glucose Tolerance(n=137821)
GPT's summary
This research identified eight significant pre- and early-pregnancy factors linked to the risk of developing gestational diabetes mellitus (GDM), based on a large dataset from Chinese hospitals. It also developed a nomogram model that integrates these factors along with age, achieving high prediction accuracy for identifying women at risk of GDM.
RF's name
Albumin
Sample's type
Serum
Gestational weeks
8th to 12th gestational weeks
Experiemental methods
Bromocresol Green Method
Machine learning algorithms
Logistic Regression
Title
Association of pre- and early-pregnancy factors with the risk for gestational diabetes mellitus in a large Chinese population
Evidence's type
Risk factor
Year
2021
Journal
Scientific Reports
PMID