AI-assisted evidence screening method for systematic reviews in environmental research: integrating ChatGPT with domain knowledge.

Zuo C, Yang X, Errickson J, Li J, Hong Y, Wang R

Open source

DOI: 10.1186/s13750-025-00358-5
Published: 2025 Apr 15
Container: Environmental evidence
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 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
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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:10.1186/s13750-025-00358-5,
  title = {AI-assisted evidence screening method for systematic reviews in environmental research: integrating ChatGPT with domain knowledge.},
  author = {Zuo C and Yang X and Errickson J and Li J and Hong Y and Wang R},
  year = {2025},
  journal = {Environmental evidence},
  doi = {10.1186/s13750-025-00358-5},
  url = {https://doi.org/10.1186/s13750-025-00358-5}
}

RIS

TY  - JOUR
TI  - AI-assisted evidence screening method for systematic reviews in environmental research: integrating ChatGPT with domain knowledge.
AU  - Zuo C
AU  - Yang X
AU  - Errickson J
AU  - Li J
AU  - Hong Y
AU  - Wang R
PY  - 2025
JO  - Environmental evidence
DO  - 10.1186/s13750-025-00358-5
UR  - https://doi.org/10.1186/s13750-025-00358-5
ER  -

APA

C, Z., X, Y., J, E., J, L., Y, H., & R, W. (2025). AI-assisted evidence screening method for systematic reviews in environmental research: integrating ChatGPT with domain knowledge.. Environmental evidence. https://doi.org/10.1186/s13750-025-00358-5

Source records

pubmed · retrieved 2026-09-26T12:35:37.687Z
europe-pmc · retrieved 2026-09-26T12:35:37.687Z
doaj · retrieved 2026-09-26T12:35:37.655Z