Predicting adverse pregnancy outcomes of pregnant mothers with syphilis based on a logistic regression model: a retrospective study.

ABSTRACT:

Objective

Maternal syphilis could cause serious consequences. The aim of this study was to identify risk factors for maternal syphilis in order to predict an individual's risk of developing adverse pregnancy outcomes (APOs).

Methods

A retrospective study was conducted on 768 pregnant women with syphilis. A questionnaire was completed and data analyzed. The data was divided into a training set and a testing set. Using logistic regression to establish predictive models in the training set, and its predictive performance was evaluated in the testing set. The probability of APOs occurrence is presented through a nomogram.

Results

Compared with the APOs group, pregnant women in the non-APOs group participated in a longer treatment course. Course, time of the first antenata

SUBMITTER: Zhang YW 

PROVIDER: S-EPMC10538632 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature