What Is the Performance of ChatGPT in Determining the Gender of Individuals Based on Their First and Last Names?

Seboe, Paul

doi:10.2196/53656

Scientific article

English

What Is the Performance of ChatGPT in Determining the Gender of Individuals Based on Their First and Last Names?

ContributorsSeboe, Paul

Published inJMIR AI, vol. 3, e53656

Publication date2024-03-13

First online date2024-03-13

Abstract

Keywords

Accuracy
Artificial intelligence
AI
ChatGPT
Gender
Gender detection tool
Misclassification
Name
Performance
Gender detection
Gender detection tools
Inequalities
Language model
NamSor
Gender API
Switzerland
Physicians
Gender bias
Disparities
Gender disparities
Gender gap

Affiliation entities

Faculté de médecine / Section de médecine clinique / Département de santé et médecine communautaires / Institut de médecine de premier recours / Institut universitaire de médecine de famille et de l'enfance

Citation (ISO format)

SEBOE, Paul. What Is the Performance of ChatGPT in Determining the Gender of Individuals Based on Their First and Last Names? In: JMIR AI, 2024, vol. 3, p. e53656. doi: 10.2196/53656

Article (Published version)

CC BY-4.0

Identifiers

PID : unige:175718
DOI : 10.2196/53656

Additional URL for this publicationhttps://ai.jmir.org/2024/1/e53656

Datasets

https://doi.org/10.17605/OSF.IO/6NZD4

Journal ISSN2817-1705

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41downloads

Creation18/03/2024 12:19:39

First validation18/03/2024 18:52:12

Update time18/03/2024 18:52:12

Status update18/03/2024 18:52:12

Last indexation01/11/2024 08:55:40

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What Is the Performance of ChatGPT in Determining the Gender of Individuals Based on Their First and Last Names?

Technical informations