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MALDI-TOF Mass Spectrometry01:19

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Utilizing Altmetrics to Track Advancements in Noninvasive Tests for MASLD.

Masato Yoneda1, Yoshio Sumida2, Yoshihiro Kamada3

  • 1Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan.

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Summary

Altmetric scores correlate with expert assessments of research impact in metabolic dysfunction-associated steatotic liver disease (MASLD). This suggests altmetrics can help physicians quickly find innovative noninvasive tests (NITs) for MASLD.

Keywords:
altmetric attention scorebiomarkerfibrosisnonalcoholic fatty liver disease/diagnosisscientific impactsocial mediatraditional bibliometric metric

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Area of Science:

  • Hepatology and Gastroenterology
  • Bibliometrics and Scientometrics
  • Medical Diagnostics

Background:

  • Noninvasive tests (NITs) are crucial for diagnosing metabolic dysfunction-associated steatotic liver disease (MASLD).
  • Evaluating the clinical impact and innovation of research on MASLD diagnostics is essential.
  • Traditional metrics like citations and impact factor may not fully capture research's clinical relevance.

Purpose of the Study:

  • To investigate the relationship between altmetric scores, traditional Web of Science metrics, and expert-assessed clinical impact of research on NITs for MASLD.
  • To determine if altmetrics can serve as a proxy for research innovation and clinical utility in this field.

Main Methods:

  • A review of articles on NITs for MASLD/MASH published in 2022 was conducted.
  • Five expert hepatologists ranked articles based on practicality, impact, and innovation.
  • Altmetric scores were compared with expert rankings and traditional bibliometric data using Pearson's correlation analysis.

Main Results:

  • Moderate positive correlations were found between altmetric attention scores (AAS) and overall physician scores (r=0.52) and innovation (r=0.56).
  • Weaker correlations were observed between AAS and practicality (r=0.20) and impact (r=0.14).
  • Expert concordance was highest for the innovation subtopic among high-ranking articles.

Conclusions:

  • Altmetrics, when used with traditional metrics, may help physicians identify innovative research on NITs for MASLD more efficiently.
  • Altmetric scores show potential as indicators of research innovation in the field of MASLD diagnostics.
  • The study highlights the value of altmetrics in understanding the dissemination and potential impact of scientific research.