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Systematic peer review toolkit for evaluating methodology, statistics, design, reproducibility, and ethics.

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Scientific Peer Review

Systematic process for evaluating scientific manuscripts with constructive, rigorous evaluation.

When to Use

  • Conducting peer review of manuscripts for journals
  • Evaluating grant proposals and research applications
  • Assessing methodology and experimental design rigor
  • Reviewing statistical analyses and reporting standards
  • Evaluating reproducibility and data availability
  • Checking compliance with reporting guidelines (CONSORT, STROBE, PRISMA)
  • Providing constructive feedback

Key Evaluation Areas

  • Methodology: Experimental design, sample size, controls
  • Statistics: Appropriate tests, power analysis, effect sizes
  • Reproducibility: Data availability, code sharing, protocols
  • Ethics: IRB approval, informed consent, conflicts of interest
  • Reporting Standards: CONSORT, STROBE, PRISMA compliance

The venue-templates skill provides reviewer expectations for different venues (Nature/Science, Cell Press, medical journals, ML conferences).

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