Faculty profile

Gabrielle Freire

ResearcherUniversity of Toronto

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Toronto directory, so their courses and email address may be missing. Find their university profile.

Gabrielle Freire

Researcher

Health Sciences

University of Toronto

Toronto, Ontario, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
26 publications in the last five years, latest in 2026.
Senior (last) author on 2 recent papers, a sign of leading a research group.
Principal investigator on 1 research grant (1 CIHR), most recently in 2026.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

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Publications

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Collaborators

Grants

Publications by year

Counts cover the works listed on the university profile; citation counts come from Dimensions.

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Signals and details

Research

Economic Evaluation Feasibility Testing Pediatric Injury Care System-Based Intervention Design

Latest papers

Enhancing respiratory virus surveillance among hospitalised children: a machine learning-based predictive model.
BMJ paediatrics open · 2026
Acute Respiratory Tract Infections and Severe Disease Among Hospitalized Children.
JAMA network open · 2026
Social and Economic Factors and Disparities in Pediatric Trauma Care: A Systematic Review and Meta-Analysis.
Academic pediatrics · 2026

All 26 publications

Latest funding

Introducing quality indicators for pediatric injury care: co-design of a system-level implementation plan and evaluation of its feasibility, acceptability, and economic potential.
CIHR · 2026 · Nominated PI
$604,350

All 1 grants and awards

26 publications.

Enhancing respiratory virus surveillance among hospitalised children: a machine learning-based predictive model.

Kant T, Datta RR, Farrar DS, Mtaweh H, Kaziev CL, Chen Y, Mahant S, Seaton C, Han M, Freire G, Campigotto A, Buchanan F, Morris SK, Gill PJ, READAPT-Kids Study

BMJ paediatrics open2026

DOI: 10.1136/bmjpo-2026-004505 PMID: 42167899

Acute Respiratory Tract Infections and Severe Disease Among Hospitalized Children.

Mtaweh H, Kaziev CL, Feinstein CA, Seaton C, Farrar DS, Datta RR, Mahant S, Campigotto A, Freire G, Yeung RSM, Bone JN, Buchanan F, Morris SK, Gill PJ, READAPT-Kids Study Group

JAMA network open2026

DOI: 10.1001/jamanetworkopen.2026.17575 PMID: 42262751

Social and Economic Factors and Disparities in Pediatric Trauma Care: A Systematic Review and Meta-Analysis.

Gnanvi JE, Freire G, Yanchar N, Beaulieu E, Tardif PA, Adadja J, Bérubé M, Macpherson A, Pike I, Zemek R, Gagnon IJ, Carsen S, Gabbe B, Gnanou S, Duval C, Moore L

Academic pediatrics2026

DOI: 10.1016/j.acap.2025.103185 PMID: 41238112

Evaluating the quality of Canadian pediatric sepsis clinical practice guidelines.

Sabhaney V, Gilley M, Freire G, Berthelot S, Shayan Y, Principi T, Gripp K, Gardner K, Schonfeld D, Neto G, Shah A, Thompson GC, Long E, Meckler G, Pediatric Emergency Research Canada

CJEM2026

DOI: 10.1007/s43678-025-01084-0 PMID: 41632377

Validation of Quality Indicators for Pediatric Trauma Care.

Moore L, Yanchar NL, Beno S, Beaudin M, Bérubé M, Tardif PA, Neveu X, Belcaid A, Weiss M, Beaulieu E, Stang A, Gagnon I, Gabbe B, Stelfox HT, Berthelot S, Klassen T, Carsen S, Labrosse M, Zemek R, Priestap F, Burstein B, Remick KE, Yeates KO, Merritt N, Kuppermann N, Loellgen R, Lecky F, Teague W, Holland A, Malo C, Freire G

Annals of surgery2026Senior author

DOI: 10.1097/sla.0000000000006837 PMID: 40667818

Risk Factors for Severe Disease Among Children Hospitalized With Respiratory Syncytial Virus.

Kirolos N, Mtaweh H, Datta RR, Farrar DS, Seaton C, Bone JN, Muttalib F, Kaziev CL, Fortini J, Mahant S, Campigotto A, Freire G, Yeung RSM, Rayment JH, Yang C, Srigley JA, Sadarangani M, Buchanan F, Morris SK, Gill PJ, READAPT-Kids Study Group Members

JAMA network open2025

DOI: 10.1001/jamanetworkopen.2025.4666 PMID: 40214990

Virtual Care Provision and Emergency Department Use Among Children and Youth.

Freire G, Cohen E, Stukel TA, Sharpe I, Wang X, Rosenfield D, Altaf A, Guttmann A, Kopec M, Saunders NR

JAMA network open2025First author

DOI: 10.1001/jamanetworkopen.2025.50532 PMID: 41632119

Performance of the World Health Organization (WHO) severe acute respiratory infection (SARI) case definitions in hospitalized children and youth: cross-sectional study.

Gill PJ, Kaziev CL, Mtaweh H, Kant T, Seaton C, Farrar DS, Wagman H, Han M, Datta RR, Mahant S, Freire G, Campigotto A, Bone JN, Sadarangani M, Buchanan F, Morris SK, READAPT-Kids Study

Lancet regional health. Americas2025

DOI: 10.1016/j.lana.2025.101034 PMID: 40083965

Evidence-Informed Quality Indicators for Pediatric Trauma Care.

Moore L, Yanchar NL, Tardif PA, Weiss M, Beaulieu E, Stang A, Gagnon I, Gabbe B, Stelfox T, Pike I, Macpherson A, Berthelot S, Klassen T, Beno S, Carsen S, Labrosse M, Zemek R, Priestap F, Burstein B, Remick KE, Yeates KO, Merritt N, Kuppermann N, Loellgen R, Davis N, Lecky F, Teague W, Holland A, Malo C, Beaudin M, Archambault P, Freire G, Quality Indicators in Pediatric Trauma Care Expert Consensus Group

JAMA pediatrics2025Senior author

DOI: 10.1001/jamapediatrics.2025.0036 PMID: 40163207

Pediatric SARS-CoV-2 infection and development of anxiety and depression

Dun-Dery F, Xie J, Zemek R, Winston K, Burstein B, Sabhaney V, Emsley J, Gravel J, Kam A, Mater A

Frontiers in Pediatrics20253 citations

DOI: 10.3389/fped.2025.1524617

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Gabrielle Freire

Research

Latest papers

Latest funding

Enhancing respiratory virus surveillance among hospitalised children: a machine learning-based predictive model.

Acute Respiratory Tract Infections and Severe Disease Among Hospitalized Children.

Social and Economic Factors and Disparities in Pediatric Trauma Care: A Systematic Review and Meta-Analysis.

Evaluating the quality of Canadian pediatric sepsis clinical practice guidelines.

Validation of Quality Indicators for Pediatric Trauma Care.

Risk Factors for Severe Disease Among Children Hospitalized With Respiratory Syncytial Virus.

Virtual Care Provision and Emergency Department Use Among Children and Youth.

Performance of the World Health Organization (WHO) severe acute respiratory infection (SARI) case definitions in hospitalized children and youth: cross-sectional study.

Evidence-Informed Quality Indicators for Pediatric Trauma Care.

Pediatric SARS-CoV-2 infection and development of anxiety and depression

Introducing quality indicators for pediatric injury care: co-design of a system-level implementation plan and evaluation of its feasibility, acceptability, and economic potential.

Frequent collaborators

Roger Zemek

Simon Berthelot

Brett Burstein

Brett Burstein

April Kam

Lynne Moore

Naveen Poonai

Sasha Carsen

Jocelyn Gravel

Antonia Stang

Antonia Stang

Sanjay Mahant

Aaron Campigotto

Alison Macpherson

Matthew Weiss

Ian Pike

Francine Buchanan

Terry Klassen

Azadeh Assadi

Neil Merritt

Isabelle Gagnon

Lynne Moore