Assessing Medical Students' Perceptions of AI-Integrated Telemedicine: A Cross-Sectional Study in Romania.

Healthcare (Basel) · 2025 · PMC12071906 · PMID 40361768

Europe PMC DOI

hedged sentences

0.0620

closest p · 1.2× alpha

0.5930

boldest claim

The sentences

near-significantp = 0.062so close (0.05 < p ≤ 0.1)

Ethical–legal perceptions tightened with seniority: concern about liability for AI-related errors rose slightly yet reached significance across year groups ( p = 0.047), while concern for patient confidentiality showed a near-significant upward drift ( p = 0.062), as presented in Table 1 .

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approached significancep = 0.094so close (0.05 < p ≤ 0.1)

Nonetheless, these trends did not reach statistical significance for telemedicine ( p = 0.593) and only approached significance for AI familiarity ( p = 0.094).

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did not reach statistical significancep = 0.593not close (p > 0.1)

Nonetheless, these trends did not reach statistical significance for telemedicine ( p = 0.593) and only approached significance for AI familiarity ( p = 0.094).

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a mild trendno p-value reported

Gender, coded as male = 0 and female = 1, approaches but does not meet conventional significance criteria ( p = 0.089), suggesting only a mild trend toward higher acceptance among females ( Table 6 ). 4.

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