Predicting Somatization Risk Among Infectious Disease Disaster Frontline Nurses Using Machine Learning

Sung-Hee Shin, Eun Kyoung Yun

Open source

DOI: 10.1097/cin.0000000000001542
Published: 2026-04-21
Container: CIN: Computers, Informatics, Nursing
Publisher: Ovid Technologies (Wolters Kluwer Health)
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1097/cin.0000000000001542,
  title = {Predicting Somatization Risk Among Infectious Disease Disaster Frontline Nurses Using Machine Learning},
  author = {Sung-Hee Shin and Eun Kyoung Yun},
  year = {2026},
  journal = {CIN: Computers, Informatics, Nursing},
  doi = {10.1097/cin.0000000000001542},
  url = {https://doi.org/10.1097/cin.0000000000001542}
}

RIS

TY  - JOUR
TI  - Predicting Somatization Risk Among Infectious Disease Disaster Frontline Nurses Using Machine Learning
AU  - Sung-Hee Shin
AU  - Eun Kyoung Yun
PY  - 2026
JO  - CIN: Computers, Informatics, Nursing
DO  - 10.1097/cin.0000000000001542
UR  - https://doi.org/10.1097/cin.0000000000001542
ER  -

APA

Shin, S., & Yun, E. K. (2026). Predicting Somatization Risk Among Infectious Disease Disaster Frontline Nurses Using Machine Learning. CIN: Computers, Informatics, Nursing. https://doi.org/10.1097/cin.0000000000001542

Source records

crossref · retrieved 2026-09-27T14:36:17.322Z