Knowledge augmented causal discovery through large language models and Knowledge Graphs: Application in chronic low back pain.
- DOI
- 10.1016/j.jbi.2026.105102
- Published
- 2026 Sep 21
- Container
- Journal of biomedical informatics
- 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.
- 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.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- 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:10.1016/j.jbi.2026.105102,
title = {Knowledge augmented causal discovery through large language models and Knowledge Graphs: Application in chronic low back pain.},
author = {Lin D and Rizi MM and O'Neill C and Lotz JC and Anderson P and Torres-Espin A},
year = {2026},
journal = {Journal of biomedical informatics},
doi = {10.1016/j.jbi.2026.105102},
url = {https://doi.org/10.1016/j.jbi.2026.105102}
}RIS
TY - JOUR TI - Knowledge augmented causal discovery through large language models and Knowledge Graphs: Application in chronic low back pain. AU - Lin D AU - Rizi MM AU - O'Neill C AU - Lotz JC AU - Anderson P AU - Torres-Espin A PY - 2026 JO - Journal of biomedical informatics DO - 10.1016/j.jbi.2026.105102 UR - https://doi.org/10.1016/j.jbi.2026.105102 ER -
APA
D, L., MM, R., C, O., JC, L., P, A., & A, T. (2026). Knowledge augmented causal discovery through large language models and Knowledge Graphs: Application in chronic low back pain.. Journal of biomedical informatics. https://doi.org/10.1016/j.jbi.2026.105102
Source records
- pubmed · retrieved 2026-09-25T10:40:17.799Z