Leveraging AI to Optimize Maintenance of Health Evidence and Offer a One-Stop Shop for Quality-Appraised Evidence Syntheses on the Effectiveness of Public Health Interventions: Quality Improvement Project.

Journal: Journal of medical Internet research
Published Date: Jul 29, 2025

Abstract

BACKGROUND: Health Evidence provides access to quality appraisals for >10,000 evidence syntheses on the effectiveness and cost-effectiveness of public health and health promotion interventions. Maintaining Health Evidence has become increasingly resource-intensive due to the exponential growth of published literature. Innovative screening methods using artificial intelligence (AI) can potentially improve efficiency.

Authors

  • Kristin Rogers
    readk@mcmaster.ca, Research Coordinator IV, National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, Suite 210A - 175 Longwood Rd S., Hamilton, ON, Canada, L8P 0A1.
  • Alanna Miller
    National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, 175 Longwood Road South, Suite 210A, Hamilton, ON, L8P0A1, Canada, 1 9055259140 ext 20450.
  • Ashley Girgis
    National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, 175 Longwood Road South, Suite 210A, Hamilton, ON, L8P0A1, Canada, 1 9055259140 ext 20450.
  • Emily C Clark
    National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, 175 Longwood Road South, Suite 210A, Hamilton, ON, L8P0A1, Canada, 1 9055259140 ext 20450.
  • Sarah E Neil-Sztramko
    National Collaborating Centre for Methods and Tools, McMaster University, Hamilton, ON, Canada.
  • Maureen Dobbins
    National Collaborating Centre for Methods and Tools, McMaster University, Hamilton, ON, Canada.

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