De Silva, DA; Lisonkova, S; von Dadelszen, P; Synnes, AR; Canadian Perinatal Network (CPN) Collaborative Group; Magee, LA
(2017)
Timing of delivery in a high-risk obstetric population: a clinical prediction model.
BMC Pregnancy Childbirth, 17 (1).
p. 202.
ISSN 1471-2393
https://doi.org/10.1186/s12884-017-1390-9
SGUL Authors: von Dadelszen, Peter Magee, Laura Ann
Abstract
BACKGROUND: The efficacy of antenatal corticosteroid treatment for women with threatened preterm birth depends on timely administration within 7 days before delivery. We modelled the probability of delivery within 7 days of admission to hospital among women presenting with threatened preterm birth, using routinely collected clinical characteristics. METHODS: Data from the Canadian Perinatal Network (CPN) were used, 2005-11, including women admitted to hospital with preterm labour, preterm pre-labour rupture of membranes, short cervix without contractions, or dilated cervix or prolapsed membranes without contractions at preterm gestation. Women with fetal anomaly, intrauterine fetal demise, twin-to-twin transfusion syndrome, and quadruplets were excluded. Logistic regression was undertaken to create a predictive model that was assessed for its calibration capacity, stratification ability, and classification accuracy (ROC curve). RESULTS: We included 3012 women admitted at 24-28 weeks gestation, or readmitted at up to 34 weeks gestation, to 16 tertiary-care CPN hospitals. Of these, 1473 (48.9%) delivered within 7 days of admission. Significant predictors of early delivery included maternal age, parity, gestational age at admission, smoking, preterm labour, prolapsed membranes, preterm pre-labour rupture of membranes, and antepartum haemorrhage. The area under the ROC curve was 0.724 (95% CI 0.706-0.742). CONCLUSION: We propose a useful tool to improve prediction of delivery within 7 days after admission among women with threatened preterm birth. This information is important for optimal corticosteroid treatment.
Item Type: |
Article
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Additional Information: |
© The Author(s). 2017
Open Access
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
Keywords: |
Antenatal corticosteroids, Prediction model, Preterm birth, Obstetrics & Reproductive Medicine, 1114 Paediatrics And Reproductive Medicine, 1117 Public Health And Health Services, 1110 Nursing |
SGUL Research Institute / Research Centre: |
Academic Structure > Molecular and Clinical Sciences Research Institute (MCS) |
Journal or Publication Title: |
BMC Pregnancy Childbirth |
ISSN: |
1471-2393 |
Language: |
eng |
Dates: |
Date | Event |
---|
29 June 2017 | Published | 21 June 2017 | Accepted |
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Publisher License: |
Creative Commons: Attribution 4.0 |
PubMed ID: |
28662632 |
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Go to PubMed abstract |
URI: |
https://openaccess.sgul.ac.uk/id/eprint/108996 |
Publisher's version: |
https://doi.org/10.1186/s12884-017-1390-9 |
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