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References from Label-free, low-cost AI ranking for systematic review screening. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1136/bmjopen-2016-012545
10.1136/bmjopen-2016-012545 · External reference
10.1197/jamia.m1929
10.1197/jamia.m1929 · External reference
Artificial intelligence tools for automating evidence synthesis: scoping review
10.2196/81597 · 2026 · External reference
An open source machine learning framework for efficient and transparent systematic reviews. Nat
10.1038/s42256-020-00287-7 · 2021 · External reference
10.1186/s13643-023-02257-7
10.1186/s13643-023-02257-7 · External reference
10.1145/2911451.2911510
10.1145/2911451.2911510 · External reference
10.1186/s13643-024-02502-7
10.1186/s13643-024-02502-7 · External reference
10.1186/s13643-020-01521-4
10.1186/s13643-020-01521-4 · External reference
10.18653/v1/2023.findings-emnlp.171
10.18653/v1/2023.findings-emnlp.171 · External reference
Stopping methods for technology-assisted reviews based on point processes
2024 · External reference
Don’t stop me now, ’cause I’m having a good time screening: evaluation of stopping methods for safe use of priority screening in systematic reviews
10.1002/cesm.70068 · 2026 · External reference
10.1007/978-3-031-56027-9_25
10.1007/978-3-031-56027-9_25 · External reference
10.18653/v1/2025.findings-acl.412
10.18653/v1/2025.findings-acl.412 · External reference
10.1093/jamia/ocae166
10.1093/jamia/ocae166 · External reference
10.1101/2025.08.24.25334314
10.1101/2025.08.24.25334314 · External reference
Interactive active learning for literature screening: finetuning GPT with DeepSeek reasoning for cross-domain generalization
10.1093/jamia/ocag014 · 2026 · External reference
10.1145/3572960.3572980
10.1145/3572960.3572980 · External reference
10.1016/j.jclinepi.2026.112514
10.1016/j.jclinepi.2026.112514 · External reference
10.1016/j.jval.2025.09.008
10.1016/j.jval.2025.09.008 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
External reference
10.64898/2026.09.25.26364021 · Admitted local publication
10.5281/zenodo.22992078
10.5281/zenodo.22992078 · External reference
10.1186/1471-2105-11-55
10.1186/1471-2105-11-55 · External reference
10.18653/v1/2023.emnlp-main.330
10.18653/v1/2023.emnlp-main.330 · External reference
10.1145/3469096.3469873
10.1145/3469096.3469873 · External reference
10.1016/j.jclinepi.2020.01.005
10.1016/j.jclinepi.2020.01.005 · External reference
Position statement on artificial intelligence (AI) use in evidence synthesis across Cochrane, the Campbell Collaboration, JBI, and the Collaboration for Environmental Evidence 2025
2025 · External reference
10.5281/zenodo.23243074
10.5281/zenodo.23243074 · External reference
10.34894/ddcvcv
10.34894/ddcvcv · External reference
Unresolved reference
External reference
10.1145/3626772.3657878
10.1145/3626772.3657878 · External reference
10.1093/bioinformatics/btad651
10.1093/bioinformatics/btad651 · External reference
An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews
2023 · External reference
10.1186/1471-2288-13-91
10.1186/1471-2288-13-91 · External reference
10.1002/(sici)1097-0258(19980430)17:8<891::aid-sim780>3.0.co;2-b
10.1002/(sici)1097-0258(19980430)17:8<891::aid-sim780>3.0.co;2-b · External reference
10.1002/(sici)1097-0258(19981130)17:22<2635::aid-sim954>3.0.co;2-c
10.1002/(sici)1097-0258(19981130)17:22<2635::aid-sim954>3.0.co;2-c · External reference
10.1186/s12916-019-1466-7
10.1186/s12916-019-1466-7 · External reference
A re-evaluation of random-effects meta-analysis
10.1111/j.1467-985x.2008.00552.x · 2009 · External reference
Unresolved reference
External reference
10.1145/3578337.3605135
10.1145/3578337.3605135 · External reference
10.1038/s41591-024-03425-5
10.1038/s41591-024-03425-5 · External reference
10.5281/zenodo.23270999
10.5281/zenodo.23270999 · External reference