Digital biomarkers: 3PM approach revolutionizing chronic disease management - EPMA 2024 position.

Non-communicable chronic diseases (NCDs) have become a major global health concern. They constitute the leading cause of disabilities, increased morbidity, mortality, and socio-economic disasters worldwide. Medical condition-specific digital biomarker (DB) panels have emerged as valuable tools to manage NCDs.

Use of artificial intelligence and the future of peer review.

Conducting high-quality peer review of scientific manuscripts has become increasingly challenging. The substantial increase in the number of manuscripts, lack of a sufficient number of peer-reviewers, and questions related to effectiveness, fairness, and efficiency, require a different approach. Large-language models, 1 form of artificial intelligence (AI), have emerged as a new approach to help resolve many of the issues facing contemporary medicine and science.

Ensuring an Accurate Scientific Record in an Era of Pre-print Servers.

Background: Pre-prints have become an increasing part of the biomedical landscape. For example, during the first month of operation, July 2019, medRxiv received 176 submissions, one year later, in June 2020, including the first few months of COVID-19, it received 1866 submissions. The current relevant question is how to ensure an accurate scientific record given that there may be important differences between a pre-print and the peer-reviewed publication.