systematic-review

You can automate a systematic review by running the Skill with a PICO framework, which handles the rigorous process from literature search to data synthesis while ensuring PRISMA 2020 compliance. It streamlines evidence synthesis for researchers and healthcare professionals.

Risk-of-bias assessment and GRADE evidence grading are automated steps within the systematic review Skill. It evaluates literature quality to ensure transparency and replicability, enhancing the efficiency of synthesizing research findings for clinical or policy use.

Yes, you need R with metafor, meta, robvis, and rmarkdown packages to conduct a meta-analysis with this Skill. These dependencies provide the necessary statistical analysis and visualization capabilities to perform rigorous evidence synthesis.

The best way to structure a PRISMA 2020 protocol is to define a clear PICO framework beforehand. Running the Skill with this protocol automates the comprehensive review process, ensuring adherence to transparency guidelines from literature search to evidence grading.

Yes, you can generate automated visualizations for risk-of-bias assessment using robvis. The Skill leverages this R package alongside metafor and meta to provide comprehensive statistical analysis and visual outputs for systematic reviews.