(1) Multifactor Logistic regression analysis: larger GA (OR: 1.13, 95%CI: 1.00-1.28, P = 0.042), premature rupture of membranes (PROM) ≥ 18 h (OR: 2.39, 95%CI: 1.35–4.23, P = 0.003) and maternal autoimmune diseases (OR: 5.30, 95%CI: 2.15–13.07, P < 0.001) were independent risk factors for CRP ≥ 8 mg/L. Here, CRP is linked to autoimmune disease.