12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research domain

Peer Review

The Peer Review domain comprises 334 papers in this corpus published between 1981 and 2026. Work here is dominated by Empirical Study, Experimental, Literature Review.

Methodology profile

  • Empirical Study54 (16%)
  • Experimental41 (12%)
  • Literature Review38 (11%)
  • Position Paper36 (11%)
  • Design Science31 (9%)
  • Case Study27 (8%)

Themes covered

  • AI Peer Review261 (78%)
  • Evaluation & Benchmarks24 (7%)
  • Scholarly Publishing8 (2%)
  • Citation Integrity7 (2%)
  • Responsible AI Use6 (2%)
  • Systematic Review Automation4 (1%)

Frequent sub-topics

evaluative misalignment in LLM-assisted policy analysis and qualitative coding · 1Generative AI impacts on journals, conferences, and peer review systems · 1LLM-based reviewer matching using deep retrieval and deep thinking with information-gain rewards · 1LLM clinical decision support in oncology multidisciplinary tumor boards · 1LLM-based PRISMA 2020 guideline adherence checking · 1ChatGPT evaluation of student essays compared to human assessment · 1LLM summarization of clinical communications; assessment of transcription and summarization accuracy in healthcare · 1RAG-based evidence assessment for peer review · 1

Representative papers

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