Author

James M. Gwinnutt

IQVIA (United Kingdom)ORCID 0000-0002-1435-8797Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Christina DeFilippo MackiD· 1 shared Emaan RashidiiD· 1 shared Jay NanavatiiD· 1 shared Jwu-Hsuan (Shantina) Hwang· 1 shared Khaldoun Zine El AbidineiD· 1 shared Matthew GarberiD· 1 shared Rodrigo de OliveiraiD· 1 shared William Gilmour· 1 shared

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2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Christina DeFilippo MackORCID

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1 paper

Recent·Most cited

BioinformaticsJAMIA OpenPeer-reviewedJul 3, 2025

A Study of Calibration as a Measurement of Trustworthiness of Large Language Models in Biomedical Research

Rodrigo de Oliveira, Matthew Garber, James M. Gwinnutt…·Christina DeFilippo Mack

This study evaluates the calibration of 9 LLMs in BioNLP tasks using Flex-ECE and finds that post-hoc calibration significantly improves model reliability.

15 citationstop 3%

statistical modelbenchmark study