Importance: Accurate and timely confirmation of death by neurologic criteria (DNC) is essential for clinical decision-making and organ-donation processes, yet currently available ancillary tests have suboptimal diagnostic performance or limited validation.
Objectives: To determine the diagnostic accuracy, interrater reliability, and safety of brain computed tomography (CT) perfusion and CT angiography as ancillary investigations for DNC.
Design, Setting, And Participants: Between April 25, 2017, and March 10, 2021, a prospective, multicenter, blinded diagnostic accuracy cohort study was conducted in 15 adult intensive care units across Canada.
Healthc Manage Forum
September 2025
Community hospitals represent 90% of Canadian hospitals, yet many lack the necessary infrastructure to conduct health research. This shortfall limits patient access to research studies, reduces study efficiency, and decreases the generalizability of study results. Previous work from our group identified an increase in publications from Ontario's large community hospitals between 2013 and 2022.
View Article and Find Full Text PDFObjectives: Hospitalized community-acquired pneumonia (CAP) patients are admitted for ventilation, vasopressors, and renal replacement therapy (RRT). This study aimed to develop a machine learning (ML) model that predicts the need for such interventions and compare its accuracy to that of logistic regression (LR).
Design: This retrospective observational study trained separate models using random-forest classifier (RFC), support vector machines (SVMs), Extreme Gradient Boosting (XGBoost), and multilayer perceptron (MLP) to predict three endpoints: eventual use of invasive ventilation, vasopressors, and RRT during hospitalization.
Contemp Clin Trials
July 2025
Background: Objectives of this study were to determine the characteristics of patients, centers and studies involved in coenrollment, and the association of coenrollment with trial metrics and patient outcomes.
Methods: This pre-planned study within a stress ulcer prophylaxis trial testing pantopazole used descriptive analyses and multilevel regression analysis to examine patterns and predictors of coenrollment among patients in an intensive care unit (ICU).
Results: Among 4821 trial participants, 1719 (35.
Health Res Policy Syst
April 2025
Background: Canada's clinical research landscape is limited by minimal community hospital engagement. However, research participation in community hospitals may increase the speed of trial enrolment, enhance the generalizability of results and accelerate knowledge translation to community hospitals, where most Canadians receive care. Two identified barriers to community hospital participation are limited financial support and a lack of research mentorship.
View Article and Find Full Text PDFHealth Res Policy Syst
December 2024
Background: In Canada, academic hospitals are the principal drivers of research and medical education, while community hospitals provide patient care to a majority of the population. Benefits of increasing community hospital research include improved patient outcomes and access to research, enhanced staff satisfaction and retention and increased research efficiency and generalizability. While the resources required to build Canadian community hospital research capacity have been identified, strategies for strengthening organizational research culture in these settings are not well defined.
View Article and Find Full Text PDFPurpose: During the COVID-19 pandemic, neighbourhoods with high material deprivation and high proportions of racialized Canadians were disproportionately affected by COVID-19. Many of these neighbourhoods were served by community hospitals. We sought to compare the burden of COVID-19 care in community and academic intensive care units (ICUs) in Ontario, Canada.
View Article and Find Full Text PDFCan J Anaesth
December 2024
Purpose: Community hospitals account for 90% of hospitals in Canada, but clinical research is mainly conducted in academic hospitals. Increasing community hospital research participation can improve generalizability of study results, while also accelerating study recruitment and increasing staff engagement. We aimed to identify and describe the factors that influence community intensive care unit (ICU) research participation and the development, implementation, and sustainability of a community ICU research program.
View Article and Find Full Text PDFIntroduction: The GENCOV study sought to evaluate serological differences between individuals with differing COVID-19 severity and outcomes. We assessed the SARS-CoV-2 antibody response of GENCOV participants cross-sectionally 1-, 6-, and 12-months following COVID-19 diagnosis to identify patient factors associated with more robust and durable humoral immune responses.
Materials And Methods: COVID-19 patients and a control cohort of vaccinated infection-naïve participants were recruited at hospital sites across the Greater Toronto Area in Ontario, Canada.
Pneumonia (Nathan)
November 2024
Background: Most Canadians receive their care in community hospitals, yet most clinical research is conducted in academic hospitals. This study aims to compare patients with community acquired pneumonia (CAP) treated in academic and community hospitals with respect to their demographics, clinical characteristics, treatments and outcomes.
Methods: This nested observational cohort substudy of the Community Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) trial included 1,329 hospitalized adults with CAP recruited between March 1st, 2018 and September 31st, 2023 from 15 Canadian hospitals.
N Engl J Med
March 2025
Background: Bloodstream infections are associated with substantial morbidity and mortality. Early, appropriate antibiotic therapy is important, but the duration of treatment is uncertain.
Methods: In a multicenter, noninferiority trial, we randomly assigned hospitalized patients (including patients in the intensive care unit [ICU]) who had bloodstream infection to receive antibiotic treatment for 7 days or 14 days.
BMC Health Serv Res
September 2024
Background: Community hospitals provide the majority of patient care in Canada but traditionally do not participate in clinical research. The disconnect between where most patients receive their health care and where health research is conducted leads to decreased study recruitment, reduced generalizability of study results, and inequitable patient access to novel therapies. A scoping review of the research activities of Ontario's large community hospitals (LCHs) between 2013 and 2015 reported an annualized output of 266 publications.
View Article and Find Full Text PDFJCO Clin Cancer Inform
July 2024
Purpose: AML is a hematologic cancer that is clinically heterogeneous, with a wide range of clinical outcomes. DNA methylation changes are a hallmark of AML but are not routinely used as a criterion for risk stratification. The aim of this study was to explore DNA methylation markers that could risk stratify patients with cytogenetically normal AML (CN-AML), currently classified as intermediate-risk.
View Article and Find Full Text PDFBackground And Objective: Collection of biosamples for translational research studies is vital for understanding biological pathways, discovering disease-related biomarkers, and identifying novel therapeutic targets. However, a lack of infrastructure for sample procurement, processing, storage, and shipping may hinder the ability of clinical research units to effectively engage in translational research. The purpose of this study was to identify the barriers to biosampling-based translational research in the critical care setting in Canada.
View Article and Find Full Text PDFBackground: GENCOV is a prospective, observational cohort study of COVID-19-positive adults. Here, we characterize and compare side effects between COVID-19 vaccines and determine whether reactogenicity is exacerbated by prior SARS-CoV-2 infection.
Methods: Participants were recruited across Ontario, Canada.
PLoS One
March 2024
Intensive care unit healthcare workers (ICU HCW) are at risk of mental health disorders during emerging disease outbreaks. Numerous cross-sectional studies have reported psychological distress, anxiety, and depression amongst ICU HCW during the COVID-19 pandemic. However, few studies have followed HCW longitudinally, and none of these have examined the association between COVID-19 workload and mental health.
View Article and Find Full Text PDFCrit Care Explor
February 2024
Purpose: Critical care research in Canada is conducted primarily in academically affiliated intensive care units (ICUs) with established research infrastructure. Efforts are made to engage community hospital ICUs in research, although the impacts of their inclusion in clinical research have never been explicitly quantified. We therefore sought to determine the number of additional eligible patients that could be recruited into critical care trials and the change in time to study completion if community ICUs were included in clinical research.
View Article and Find Full Text PDFImportance: Blood collection for laboratory testing in intensive care unit (ICU) patients is a modifiable contributor to anemia and red blood cell (RBC) transfusion. Most blood withdrawn is not required for analysis and is discarded.
Objective: To determine whether transitioning from standard-volume to small-volume vacuum tubes for blood collection in ICUs reduces RBC transfusion without compromising laboratory testing procedures.