A study protocol for a predictive model to assess population‑based risk of adverse pregnancy outcomes: The Adverse Pregnancy Outcomes Population Risk Tool (PregPoRT)

PregPoRT will be the first Canadian prediction model for APOs that leverages nationally representative, linked survey and administrative data and explicitly integrates social, behavioral, and environmental determinants of health, domains that have been largely absent from prior models. By incorporating modifiable and socially patterned risk factors, the tool is designed to support public health planning, resource allocation, and maternal health equity monitoring.

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Publication Details

Journal
Diagnostic and Prognostic Research
Published
2026-03-02
DOI
https://doi.org/10.1186/s41512-026-00220-3
Primary Topic
Gestational Diabetes Research and Management
Type
article
Field-Weighted Citation Impact
0.00

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article

A study protocol for a predictive model to assess population‑based risk of adverse pregnancy outcomes: The Adverse Pregnancy Outcomes Population Risk Tool (PregPoRT)

Sonia M. Grandi, Sabrina Chiodo, Laura C. Rosella, Jessica Gronsbell
Diagnostic and Prognostic Research
Gestational Diabetes Research and Management
article

A study protocol for a predictive model to assess population‑based risk of adverse pregnancy outcomes: The Adverse Pregnancy Outcomes Population Risk Tool (PregPoRT)

Sonia M. Grandi, Sabrina Chiodo, Laura C. Rosella, Jessica Gronsbell
article en

Abstract

PregPoRT will be the first Canadian prediction model for APOs that leverages nationally representative, linked survey and administrative data and explicitly integrates social, behavioral, and environmental determinants of health, domains that have been largely absent from prior models. By incorporating modifiable and socially patterned risk factors, the tool is designed to support public health planning, resource allocation, and maternal health equity monitoring.

Diagnostic and Prognostic ResearchVol. 10(1)
University of Toronto (CA), Trillium Health Centre (CA), Hospital for Sick Children (CA), Public Health Ontario (CA), SickKids Foundation (CA), Institute for Clinical Evaluative Sciences (CA)
University of Toronto, Hospital for Sick Children, Canadian Institutes of Health Research
Gender equality
Openalex Percentile: Top 35%
Gestational Diabetes Research and Management
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A study protocol for a predictive model to assess population‑based risk of adverse pregnancy outcomes: The Adverse Pregnancy Outcomes Population Risk Tool (PregPoRT) — Sonia M. Grandi, Sabrina Chiodo, et al. · Diagnostic and Prognostic Research (2026) | TGRS Research Map | TGRS