Machine learning improves online self-referral for inflammatory rheumatic diseases: a registry-based validation study.
- DOI
- 10.1007/s00296-026-06220-2
- Published
- 2026-06-30
- Container
- Rheumatol Int
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1007/s00296-026-06220-2,
title = {Machine learning improves online self-referral for inflammatory rheumatic diseases: a registry-based validation study.},
author = {Bamberger J and Kuhn S and von der Decken CB and Kleinert S and Knitza J.},
year = {2026},
journal = {Rheumatol Int},
doi = {10.1007/s00296-026-06220-2},
url = {https://doi.org/10.1007/s00296-026-06220-2}
}RIS
TY - JOUR TI - Machine learning improves online self-referral for inflammatory rheumatic diseases: a registry-based validation study. AU - Bamberger J AU - Kuhn S AU - von der Decken CB AU - Kleinert S AU - Knitza J. PY - 2026 JO - Rheumatol Int DO - 10.1007/s00296-026-06220-2 UR - https://doi.org/10.1007/s00296-026-06220-2 ER -
APA
J, B., S, K., CB, V. D. D., S, K., & J., K. (2026). Machine learning improves online self-referral for inflammatory rheumatic diseases: a registry-based validation study.. Rheumatol Int. https://doi.org/10.1007/s00296-026-06220-2
Source records
- europe-pmc · retrieved 2026-09-27T04:49:15.819Z