Examining Implicit Bias Differences in Pediatric Surgical Fellowship Letters of Recommendation Using Natural Language Processing-Reference-Cited by-同舟云学术

Examining Implicit Bias Differences in Pediatric Surgical Fellowship Letters of Recommendation Using Natural Language Processing

Published:2023-04 Issue:4 Volume:80 Page:547-555
ISSN:1931-7204
Container-title:Journal of Surgical Education
language:en
Short-container-title:Journal of Surgical Education

Author:

Gray Geoffrey M.^ORCID,Williams Sacha A.^ORCID,Bludevich Bryce,Irby Iris^ORCID,Chang Henry,Danielson Paul D.,Gonzalez Raquel^ORCID,Snyder Christopher W.,Ahumada Luis M.^ORCID,Chandler Nicole M.^ORCID

Publisher

Elsevier BV

Subject

Education,Surgery

Reference21 articles.

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2. Gender and letters of recommendation: a linguistic comparison of the impact of gender on general surgery residency applicants;French;J Surg Educ,2019

3. Implicit racial bias in medical school admissions;Capers;Acad Med,2017

4. Differences in words used to describe racial and gender groups in Medical Student Performance Evaluations;Ross;PLoS One,2017

5. Are there gender-based differences in language in letters of recommendation to an orthopaedic surgery residency program?;Kobayashi;Clin Orthop Relat Res,2020

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1. Bias Perpetuates Bias: ChatGPT Learns Gender Inequities in Academic Surgery Promotions;Journal of Surgical Education;2024-11

2. Gender Differences in Letters of Recommendations and Personal Statements for Neurotology Fellowship over 10 Years: A Deep Learning Linguistic Analysis;Otology & Neurotology;2024-07-25

3. Racial and Ethnic Bias in Letters of Recommendation in Academic Medicine: A Systematic Review;Academic Medicine;2024-03-08

4. Language Differences by Race on Letters of Recommendation for the Pediatric Surgery Match;Journal of Surgical Education;2023-12