Evidence map›Paper›PMID 40734313›Full record

ArticleThe Australian & New Zealand journal of obstetrics & gynaecology2026

Does Antenatal Risk Stratification Match Initial and Eventual Model of Care Allocation? A 5-Year Multi-Centre Review of Risk Factors and Outcomes.

James Brown, Serena Yu, Richard De Abreu Lourenco, Monica Zen

Abstract readMulticenter Study
In one paragraph

Article in The Australian & New Zealand journal of obstetrics & gynaecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

James BrownDepartment of Women's and Newborn Health, Westmead Hospital, Westmead, New South Wales, Australia.ORCID 0000-0001-5667-0765
Serena YuCentre for Health Economics Research and Evaluation (CHERE), University of Technology Sydney, Sydney, New South Wales, Australia.
Richard De Abreu LourencoCentre for Health Economics Research and Evaluation (CHERE), University of Technology Sydney, Sydney, New South Wales, Australia.
Monica ZenDepartment of Women's and Newborn Health, Westmead Hospital, Westmead, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvery woman who books into a public hospital for antenatal care in Australia is assessed for risk factors for adverse outcomes. However, no study has examined empirical patterns of risk stratification, subsequent models of care and their relationship to perinatal outcomes.

aimsThis study aims to describe patterns of risk stratification and their intersection with allocated models of care and subsequent perinatal outcomes. MATERIALS AND

methodsThis is a multi-centre retrospective cohort study of all pregnancies booked in and delivered at the three maternity units in western Sydney between 1 January 2018 and 31 December 2022. Women were classified into one of three risk categories (A, B or C) as defined by the Australian College of Midwives' guideline. Variables measured include allocated models of care, maternal and fetal risk factors, birth outcome, and pregnancy morbidity and mortality.

resultsAt time of both booking-in and birth admission, most women were classified as Category C ('high risk'). During antenatal care, the number of women classified as Category C grew by 70.7% from 21,847 at booking in to 37,290 at birth admission. Between booking-in and admission for birth, there was an over 25% increase in women allocated to medical models of care during the study period. There was higher perinatal morbidity in women classified as 'high risk'.

conclusionsCurrent antenatal risk stratification methods appear to detect women with a higher chance of adverse perinatal outcomes, but in doing so classify over three quarters of women as 'high-risk'. This has important ramifications for model of care, perceived patient risk, and resource allocation.

Indexed as

Pregnancy ComplicationsPregnancy OutcomePrenatal CareAdultAustraliaFemaleHumansPregnancyRetrospective StudiesRisk AssessmentRisk FactorsYoung Adultantenatal caremodel of careperinatal outcomespregnancyrisk

Identifiers

PMID40734313
PMCPMC12873502

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.