Comparative Evaluation of 11 Machine Learning-Based Risk Prediction Models for Vancomycin-Associated Acute Kidney Injury During Initial Dosing.

Iida M, Horita Y, Noda M, Hisada Y, Nagamizu M, Tsuzuki K, Muramatsu S, Ohashi K, Nomura Y, Asaoka M, Mizuno T, Asakura H, Hayakawa T, Wachino C, Kudo M, Mimura Y, Miyamoto T, Kawahara M, Morishita N, Kondo M, Hotta Y, Nakamura A, Furukawa-Hibi Y

Open source

DOI: 10.1097/ftd.0000000000001537
Published: 2026 Nov 2
Container: Therapeutic drug monitoring
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. 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
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1097/ftd.0000000000001537,
  title = {Comparative Evaluation of 11 Machine Learning-Based Risk Prediction Models for Vancomycin-Associated Acute Kidney Injury During Initial Dosing.},
  author = {Iida M and Horita Y and Noda M and Hisada Y and Nagamizu M and Tsuzuki K and Muramatsu S and Ohashi K and Nomura Y and Asaoka M and Mizuno T and Asakura H and Hayakawa T and Wachino C and Kudo M and Mimura Y and Miyamoto T and Kawahara M and Morishita N and Kondo M and Hotta Y and Nakamura A and Furukawa-Hibi Y},
  year = {2026},
  journal = {Therapeutic drug monitoring},
  doi = {10.1097/ftd.0000000000001537},
  url = {https://doi.org/10.1097/ftd.0000000000001537}
}

RIS

TY  - JOUR
TI  - Comparative Evaluation of 11 Machine Learning-Based Risk Prediction Models for Vancomycin-Associated Acute Kidney Injury During Initial Dosing.
AU  - Iida M
AU  - Horita Y
AU  - Noda M
AU  - Hisada Y
AU  - Nagamizu M
AU  - Tsuzuki K
AU  - Muramatsu S
AU  - Ohashi K
AU  - Nomura Y
AU  - Asaoka M
AU  - Mizuno T
AU  - Asakura H
AU  - Hayakawa T
AU  - Wachino C
AU  - Kudo M
AU  - Mimura Y
AU  - Miyamoto T
AU  - Kawahara M
AU  - Morishita N
AU  - Kondo M
AU  - Hotta Y
AU  - Nakamura A
AU  - Furukawa-Hibi Y
PY  - 2026
JO  - Therapeutic drug monitoring
DO  - 10.1097/ftd.0000000000001537
UR  - https://doi.org/10.1097/ftd.0000000000001537
ER  -

APA

M, I., Y, H., M, N., Y, H., M, N., K, T., S, M., K, O., Y, N., M, A., T, M., H, A., T, H., C, W., M, K., Y, M., T, M., M, K., N, M., M, K., Y, H., A, N., & Y, F. (2026). Comparative Evaluation of 11 Machine Learning-Based Risk Prediction Models for Vancomycin-Associated Acute Kidney Injury During Initial Dosing.. Therapeutic drug monitoring. https://doi.org/10.1097/ftd.0000000000001537

Source records

pubmed · retrieved 2026-11-10T20:54:12.486Z