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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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The Science System at the Limit: A Call to Action for Considerate Publishing.

F Schwendicke1, S E Uribe2, N S Jakubovics3

  • 1Clinic for Conservative Dentistry and Periodontology, LMU Klinikum Munich, Germany.

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Scientific publishing is rapidly expanding, leading to quality concerns due to more articles than reviewers. This study examines drivers, impacts on dental research, and solutions for a sustainable, rigorous publishing ecosystem.

Keywords:
big dataeditorial policiesopen access publishingpeer reviewresearchscience

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Area of Science:

  • Scientific publishing
  • Dental research
  • Scholarly communication

Background:

  • Exponential growth in scientific publishing driven by data availability, analytical methods, career incentives, and diverse publication routes.
  • Challenges include compromised quality and accessibility due to an imbalance between article volume and available peer reviewers.
  • Increasing complexity of scientific outputs hinders comprehensive review and reproducibility.

Purpose of the Study:

  • Examine drivers of scientific publishing growth.
  • Assess implications for the dental research community.
  • Propose solutions for a sustainable and rigorous publishing ecosystem.

Main Methods:

  • Analysis of trends in scientific publishing.
  • Review of challenges impacting dental research.
  • Examination of potential solutions and best practices.

Main Results:

  • Identified key drivers of publishing surge and associated quality challenges.
  • Highlighted specific impacts on dental research.
  • Outlined strategies to enhance scientific publishing quality and integrity.

Conclusions:

  • Advocates for prioritizing quality over quantity in scientific publications.
  • Recommends systemic changes in academic incentives and promotion of open science.
  • Emphasizes enforcing robust peer-review standards and endorsing initiatives against predatory journals.