Author

Jwu-Hsuan (Shantina) Hwang

IQVIA (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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

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Christina DeFilippo MackiD· 1 shared Emaan RashidiiD· 1 shared James M. GwinnuttiD· 1 shared Jay NanavatiiD· 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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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

𝕏 PostBluesky