Causal Inference, Statistical Assumptions, and Natural-Language-Processing Artefacts in Evaluating Medical students’ Use of Generative Artificial Intelligence [Response to Letter]

Stella Loizou,1 Vered Aharonson,1,2 Photos G Hajigeorgiou11Department of Basic and Clinical Sciences, Medical School, University of Nicosia, Nicosia, 2408, Cyprus; 2School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg, 2050, South AfricaCorrespondence: Stella Loizou, Email [email protected]

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Publication Details

Journal
Dove Medical Press (Taylor and Francis Group)
Published
2026-09-29
Primary Topic
Artificial Intelligence in Healthcare and Education
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article
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article

Causal Inference, Statistical Assumptions, and Natural-Language-Processing Artefacts in Evaluating Medical students’ Use of Generative Artificial Intelligence [Response to Letter]

Stella Loizou, Vered Aharonson, Photos Hajigeorgiou
Dove Medical Press (Taylor and Francis Group)
Artificial Intelligence in Healthcare and Education
article

Causal Inference, Statistical Assumptions, and Natural-Language-Processing Artefacts in Evaluating Medical students’ Use of Generative Artificial Intelligence [Response to Letter]

Stella Loizou, Vered Aharonson, Photos Hajigeorgiou
article en

Abstract

Stella Loizou,1 Vered Aharonson,1,2 Photos G Hajigeorgiou11Department of Basic and Clinical Sciences, Medical School, University of Nicosia, Nicosia, 2408, Cyprus; 2School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg, 2050, South AfricaCorrespondence: Stella Loizou, Email [email protected]

Dove Medical Press (Taylor and Francis Group)
Quality Education
Openalex Percentile: Top 15%
Artificial Intelligence in Healthcare and Education
Open Access PDFOpenAlex
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Causal Inference, Statistical Assumptions, and Natural-Language-Processing Artefacts in Evaluating Medical students’ Use of Generative Artificial Intelligence [Response to Letter] — Stella Loizou, Vered Aharonson, et al. · Dove Medical Press (Taylor and Francis Group) (2026) | TGRS Research Map | TGRS