Calibrating a Transformer-Based Model's Confidence on Community-Engaged Research Studies: Decision Support Evaluation Study.

Ferrell, Brian; Raskin, Sarah E; Zimmerman, Emily B

Ferrell, Brian; Raskin, Sarah E; Zimmerman, Emily B.

Afiliação

Ferrell B; Virginia Commonwealth University, Richmond, VA, United States.
Raskin SE; L. Douglas Wilder School of Government and Public Affairs, Virginia Commonwealth University, Richmond, VA, United States.
Zimmerman EB; Center on Society and Health, Virginia Commonwealth University, Richmond, VA, United States.

JMIR Form Res ; 7: e41516, 2023 Mar 20.

Article em En | MEDLINE | ID: mdl-36939830

Palavras-chave

BERT; Bidirectional Encoder Representations From Transformers; XAI; community engagement; community-engaged research; confidence; decision support; deep learning; explainable artificial intelligence; text classification; transformer-based models; trust

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Contexto em Saúde: 1_ASSA2030 Problema de saúde: 1_medicamentos_vacinas_tecnologias Tipo de estudo: Prognostic_studies Idioma: En Revista: JMIR Form Res Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

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