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Can AI review the scientific literature — and figure out what it all means?
4 references·2 citing·22 second hop
Can AI review the scientific literature — and figure out what it all means? (2024)Can AI review the scientific literature —…Using artificial intelligence methods for systematic review in health sciences: A systematic review (2022)Using artificial intelligence…A full systematic review was completed in 2 weeks using automation tools: a case study (2020)A full systematic review was …Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry (2017)Analysis of the time and work…The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta‐analyses (2016)The Mass Production of Redund…The future of reviews (2025)The future of reviewsAI tools for systematic literature reviews and meta-analyses in educational psychology: An overview and a practical guide (2025)AI tools for systematic liter…Why Most Published Research Findings Are False (2005)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation (2015)Meta-analysis and the science of research synthesis (2018)Time to challenge the spurious hierarchy of systematic over narrative reviews? (2018)What kind of systematic review should I conduct? A proposed typology and guidance for systematic reviewers in the medical and health sciences (2018)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Interrater Reliability in Systematic Review Methodology: Exploring Variation in Coder Decision-Making (2018)Toward systematic review automation: a practical guide to using machine learning tools in research synthesis (2019)Rayyan—a web and mobile app for systematic reviews (2016)AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both (2017)School Closures During Social Lockdown and Mental Health, Health Behaviors, and Well-being Among Children and Adolescents During the First COVID-19 Wave (2022)Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study (2023)Data extraction for evidence synthesis using a large language model: A proof‐of‐concept study (2024)How to optimize the systematic review process using AI tools (2024)Review Research as Scientific Inquiry (2022)Methodology in conducting a systematic review of systematic reviews of healthcare interventions (2011)Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references (2015)Automation of systematic literature reviews: A systematic literature review (2021)Can large language models replace humans in systematic reviews? Evaluating GPT ‐4's efficacy in screening and extracting data from peer‐reviewed and grey literature in multiple languages (2024)Maslach Burnout Inventory – General Survey (2024)
this work references cited by second hop

References

  • 2016The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta‐analyses1,481 cited
  • 2017Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry733 cited
  • 2020A full systematic review was completed in 2 weeks using automation tools: a case study685 cited
  • 2022Using artificial intelligence methods for systematic review in health sciences: A systematic review222 cited

Cited by

  • 2025AI tools for systematic literature reviews and meta-analyses in educational psychology: An overview and a practical guide12 cited
  • 2025The future of reviews8 cited

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