Evaluation of basic life support practice skills based on artificial intelligence technology: system construction and evaluation equivalence validation.

BMC Med Educ · 2026 · PMC13235214 · PMID 42050498

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an observed trendno p-value reported

76.25 ± 41.61, t = −0.867, p = 0.450) despite an observed trend toward increased fatigue.See Table 3 for details.

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showed a trendno p-value reported

The AI system is free from cognitive fatigue concerns and is able to provide homogeneous evaluations for a centralised, high volume of candidates, enhancing the effectiveness of the assessment organisation The results of the Examiner Fatigue Test in this study, although not statistically different, showed a trend of increasing VAF-S scores after the examination.

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.