In the training cohort, univariate analysis indicated significant associations between sPTB and factors such as maternal age, cervical length, parity, uterine curettage, GDM, HDP, C-reactive protein, and strain of AI (all P < 0.05) (Table 2). Here, CRP is linked to gestational diabetes.