VALIDATION

ID GPT's Summary Sample's type Experimental grouping Experiemental methods Gestational weeks Machine learning algorithms Article's title Year Journal PMID Evidence type
HBsAg The study investigates the link between HBV infection, liver function, and the r… Serum GDM(n=14739),Normal Glucose Tolerance(n=85302)
 ELISA whole gestational weeks Univariate and multivariate logistic regressions Hepatitis B Virus Infection and Increased Risk of Gestational Diabetes Regardless of Liver Function Status: A Xiamen Area Population-Based Study 2022 Frontiers in Physiology 35899024 Risk factor
Cr This research identified eight significant pre- and early-pregnancy factors link… Serum GDM(n=49611),Normal Glucose Tolerance(n=137821)
 Kinetic Modified Jaffe 8th to 12th gestational weeks Logistic Regression Association of pre- and early-pregnancy factors with the risk for gestational diabetes mellitus in a large Chinese population 2021 Scientific Reports 33795771 Risk factor
HBsAg Chronic hepatitis B virus (HBV) infection remains a clinical challenge despite t… Serum Inhibitory effect on hepatitis B virus in vitro by a peroxisome proliferator-activated receptor-gamma ligand, rosiglitazone 2010 Biochem Biophys Res Commun 20430009 Mechanism
sdLDL-C This research evaluated the predictive value of maternal coagulation function an… Serum GDM(n=142),Normal Glucose Tolerance(n=442)
 Cholesterol Esterase/Peroxidase 10th to 13th gestational weeks Logistic Regression Application Value of Predictive Model Based on Maternal Coagulation Function and Glycolipid Metabolism Indicators in Early Diagnosis of Gestational Diabetes Mellitus 2022 Frontiers in Public Health 35387184 Risk factor
HBsAg This study evaluates the antiviral effects and underlying mechanisms of electroa… Inhibition of hepatitis B virus through PPAR-JAK/STAT pathway modulation by electroacupuncture and tenofovir disoproxil fumarate combination therapy 2024 Int Immunopharmacol 39369463 Mechanism
Se This study investigates the relationship between the levels of selenium (Se), ir… Serum GDM(n=146),Normal Glucose Tolerance(n=417)
 Mass Spectrometry 10th to 14th gestational weeks First Trimester Microelements and their Relationships with Pregnancy Outcomes and Complications 2020 Nutrients 32316207 Mechanism
APOB This research evaluated the predictive value of maternal coagulation function an… Serum GDM(n=142),Normal Glucose Tolerance(n=442)
 ELISA 10th to 13th gestational weeks Logistic Regression Application Value of Predictive Model Based on Maternal Coagulation Function and Glycolipid Metabolism Indicators in Early Diagnosis of Gestational Diabetes Mellitus 2022 Frontiers in Public Health 35387184 Risk factor
GF The study evaluated several serum biomarkers, including glycosylated fibronectin… Serum GDM(n=90),Normal Glucose Tolerance(n=92)
 ELISA 5th to 13th gestational weeks Logistic regression Glycosylated fibronectin as a first-trimester biomarker for prediction of gestational diabetes 2013 Obstetrics & Gynecology 23921871 Risk factor
ADM The study investigates the potential link between higher serum adrenomedullin (A… Serum ELISA before 14th gestational weeks Higher serum adrenomedullin concentration is associated with an increased risk of gestational diabetes mellitus: A nested case-control study in Wuhan, China 2022 Nutrition Research 36215885 Risk factor
Fib to Alb Ratio The study developed and validated a nomogram using LASSO logistic regression and… Serum Training dataset:GDM(n=204),Normal Glucose Tolerance(n=620) and validation dataset: GDM(n=196),Normal Glucose Tolerance(n=196)
 Clot-Based Method 12th to 16th gestational weeks Logistic Regression Establishment and validation of a predictive nomogram for gestational diabetes mellitus during early pregnancy term: A retrospective study 2023 Frontiers in Endocrinology 36909340 Risk factor