pone.0347539.t005: Protocol for a Scoping Review of LLMs in Medical Exams

A protocol document outlines the methodology for a scoping review of large language model performance on standardized medical examinations. The 9.5 KB Excel file was authored by Weiqi Wang and last updated in April 2026. It describes a literature-based study synthesizing prior research to assess LLM accuracy and reliability in clinical contexts.

Use Cases

• Designing a systematic literature review based on the described JBI methodology.
• Analyzing trends in LLM evaluation methods based on the review's proposed analytical frameworks.
• Mapping the research process for evidence synthesis projects based on the described process mapping.

Strengths

• The protocol is explicitly based on the JBI Manual for Evidence Synthesis, suggesting a structured methodological approach.
• The file is licensed under CC-BY-4.0, allowing for open sharing and adaptation.
• A specific last update timestamp (2026-04-22 17:32:07) is provided.

Limitations

• The dataset is very small (9.5 KB), indicating it is a protocol document, not a data corpus.
• Row count and column-level documentation are absent; the actual review data is not included.
• Description metadata is limited; the Excel file's specific content requires manual inspection after download.

Provenance

Source

figshare

Collection Method

The description indicates the data was generated as a protocol for a planned scoping review, following established evidence synthesis guidelines.

Freshness

Last updated 2026-04-22 17:32:07.