Author

Christina DeFilippo Mack

IQVIA (United States)ORCID 0000-0002-3495-3796Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Emaan RashidiiD· 1 shared James M. GwinnuttiD· 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

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Emaan RashidiORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Rodrigo de Oliveira, Matthew Garber, James M. Gwinnutt, Emaan Rashidi, Jwu-Hsuan (Shantina) Hwang, William Gilmour, Jay Nanavati, Khaldoun Zine El Abidine, 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.

JAMIA Open · Jul 3, 2025Peer-reviewedBioinformatics