Blueprint data sharing circle

The following blueprint maps out the creation of a dataset for the validation of artificial intelligence into the systematic review process, specifically for study selection and data analysis, which were identified as areas of promise as well as resource-intensive. Requirements for structure and format for optimal implementation are described, and an approximate resource for building the dataset is highlighted.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-20
DOI
https://doi.org/10.5281/zenodo.22021963
Primary Topic
Meta-analysis and systematic reviews
Type
article
Field-Weighted Citation Impact
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article

Blueprint data sharing circle

Kavita Kothari, Elias Sandner
Zenodo (CERN European Organization for Nuclear Research)
Meta-analysis and systematic reviews
article

Blueprint data sharing circle

Kavita Kothari, Elias Sandner
article en

Abstract

The following blueprint maps out the creation of a dataset for the validation of artificial intelligence into the systematic review process, specifically for study selection and data analysis, which were identified as areas of promise as well as resource-intensive. Requirements for structure and format for optimal implementation are described, and an approximate resource for building the dataset is highlighted.

Zenodo (CERN European Organization for Nuclear Research)
European Organization for Nuclear Research (CH)
Openalex Percentile: Top 7%
Meta-analysis and systematic reviews
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Blueprint data sharing circle — Kavita Kothari, Elias Sandner · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS