From chaos to clarity: schema-constrained AI for auditable biomedical evidence extraction from full-text PDFs
- DOI
- 10.1186/s12874-026-02847-8
- Published
- 2026-04-14
- Container
- BMC Medical Research Methodology
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1186/s12874-026-02847-8,
title = {From chaos to clarity: schema-constrained AI for auditable biomedical evidence extraction from full-text PDFs},
author = {Pouria Mortezaagha and Joseph Shaw and Bowen Sun and Arya Rahgozar},
year = {2026},
journal = {BMC Medical Research Methodology},
doi = {10.1186/s12874-026-02847-8},
url = {https://doi.org/10.1186/s12874-026-02847-8}
}RIS
TY - JOUR TI - From chaos to clarity: schema-constrained AI for auditable biomedical evidence extraction from full-text PDFs AU - Pouria Mortezaagha AU - Joseph Shaw AU - Bowen Sun AU - Arya Rahgozar PY - 2026 JO - BMC Medical Research Methodology DO - 10.1186/s12874-026-02847-8 UR - https://doi.org/10.1186/s12874-026-02847-8 ER -
APA
Mortezaagha, P., Shaw, J., Sun, B., & Rahgozar, A. (2026). From chaos to clarity: schema-constrained AI for auditable biomedical evidence extraction from full-text PDFs. BMC Medical Research Methodology. https://doi.org/10.1186/s12874-026-02847-8
Source records
- crossref · retrieved 2026-09-26T07:37:59.717Z