… Authors’ Contributions: Alison Paprica was the overall lead for this … Alison Paprica takes
responsibility for the study as a whole. … ” led by Alison Paprica under the CFHI EXTRA Program. …

Objectives Given widespread interest in applying artificial intelligence (AI) to health data to
improve patient care and health system efficiency, there is a need to understand the …

Objective The aim of this paper is to review the literature on barriers to conducting replication
research and strategies to increase its use and promotion by researchers, editors, and …

Background: Both the research literature and headline news stories indicate that the public
cares about how their health data are used. The objective of this study was to learn more …

Objectives To identify ML tools in hospital settings and how they were implemented to inform
decision-making for patient care through a scoping review. We investigated the following …

Background There is a widely recognized need for more pragmatic trials that evaluate
interventions in real-world settings to inform decision-making by patients, providers, and health …

Results Twelve minimum specification requirements (“min specs”) for data trusts were identified.
The foundational min spec is that data trusts must meet all legal requirements, including …

The need for enhanced physician competency in the use of health data and information is
broadly acknowledged. A recent review1 Identified data-informed medicine as a concept that …

Administrative health data is recognized for its value for conducting population-based research
that has contributed to numerous improvements in health. In Canada, each province and …

Objectives The aim of this study is to clarify the concept of replication research to improve its
appropriate use by researchers, editors, research funders, and decision makers. Study …