Large language model pilot

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Revision as of 12:24, 15 August 2023 by Jwarner (talk | contribs)
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We are conducting a pilot of generative artificial intelligence to create human-readable synopses for some of the most relevant anticancer regimens on HemOnc.org. The goal of this work is to further contextualize the regimen information that is currently primarily in structured format, providing a historical perspective and overview for site users.

The following is a general overview of our process:

A commercially available large language model (e.g., Open AI's Chat-GPT; Google's Bard) is prompted to generate a synopsis of a given regimen, using citations from the literature. The typical format is “Create a summary of the evolution of XX regimen for treatment of XX. Use citations from the literature to support this”. The page and/or section editor then reviews and substantially edits the summary for clarity, readability, and accuracy. The synopses are reviewed and approved by the Editor-in-Chief or Deputy Editor before posting on the website.

Please note that our [:HemOnc.org_-_A_Hematology_Oncology_Wiki:General_disclaimer|general disclaimer] applies to all content on HemOnc.org, regardless of its source.

We are seeking your feedback on this pilot! Please fill out our REDCap form or send us an email at contact @ hemonc.org.