Evaluating the Use of Sex in Gastroenterology Algorithms: A Fairness Assessment in Representing Sex Framework Analysis

Our findings highlight that sex inclusion in algorithms must be explicitly justified, continuously reevaluated, and contextualized to avoid perpetuating bias.

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Publication Details

Journal
The American Journal of Gastroenterology
Published
2026-02-25
DOI
https://doi.org/10.14309/ajg.0000000000003974
Primary Topic
Sex and Gender in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating the Use of Sex in Gastroenterology Algorithms: A Fairness Assessment in Representing Sex Framework Analysis

Oriana Pando, Cass Condray, Jordan Anders-Rumsey, K L Newman et al.
The American Journal of Gastroenterology
Sex and Gender in Healthcare
article

Evaluating the Use of Sex in Gastroenterology Algorithms: A Fairness Assessment in Representing Sex Framework Analysis

Oriana Pando, Cass Condray, Jordan Anders-Rumsey, K L Newman, L G Rabinowitz
article en

Abstract

Our findings highlight that sex inclusion in algorithms must be explicitly justified, continuously reevaluated, and contextualized to avoid perpetuating bias.

The American Journal of Gastroenterology
Beth Israel Deaconess Medical Center (US), University of Michigan (US), University of Oklahoma (US)
Gender equality
Openalex Percentile: Top 47%
Sex and Gender in Healthcare
DOISourceOpenAlex
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