AI-Powered Evidence-Based Literature Analysis for - [PROJECT NAME] - Work Package Task X.X

Sep 2, 2026

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AI-powered, evidence-based literature analysis plan for a project identified by [PROJECT NAME]. The work package establishes a foundation through scoping and systematic reviews aligned with PRISMA, combining traditional database searches with desk research to capture additional publications. ASReview AI-assisted screening accelerates processing while maintaining expert human judgment. Near project completion, task X.X updates reviews and integrates new findings to produce final syntheses, supported by predefined deliverables for search strategy, reports, and transparent databases (versions 1.0 and 2.0).

LanguageEnglish

CategoryPresentations

FormatDOCX

Pages3

Reading Time1 min

AccessFree to download

Objectives of AI-Assisted Reviewing in [PROJECT NAME]

Scope and evidence synthesis approach

Task [X.X]: Updated review and integration

Work Package Deliverables

AI-Powered Evidence-Based Literature Analysis for [PROJECT NAME] Systematic Review and Evidence-Based Data Lab with ASReview The initial phase of the [PROJECT NAME] will involve a thorough scoping of the literature to determine the current state of the art in [SPECIFIC FIELD/AREA]. Literature from traditional scientific databases is supplemented with complementary desk research to gather materials and publications that do not feature in established journals or databases. Systematic reviews, and meta-analyses will be conducted in line with the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) standards, which are essential for unbiased and thorough evaluations of existing literature. Given the vast amount of literature available, we will employ ASReview, an open source AI-assisted reviewing software (TRL 9), to efficiently screen and analyze large volumes of text. While the software streamlines the review process using AI, it's essential to note that human expertise remains at the core of our approach. Final decisions and critical evaluations are always conducted by our team of experts. Objectives of AI-Assisted Reviewing in [PROJECT NAME] The primary aim of this work package (WP) is to establish a foundational knowledge base for subsequent WPs. The AI-Assisted reviewing, which is open, and transparent, allows systematic reviews to be conducted in a resource efficient way, enabling the creation of a comprehensive database of scientific evidence, existing frameworks, and current practices related to [SPECIFIC TOPIC]. The state-of-the-art evidence overview ensures that [PROJECT NAME] addresses current stakeholder needs. [EXPAND ON RELATION WITH OTHER WP’S] Task [X.X]: Updated Review and Integration of Project Findings As the [PROJECT] nears its conclusion, we'll revisit the systematic reviews conducted earlier to ensure they reflect the latest advancements and research in [SPECIFIC TOPIC]. This updated review will incorporate not only external developments but also the significant findings and contributions from our project. The new literature is easily screened and processed by using the previous reviews as prior knowledge in the AI-aided screening process. This final synthesis will serve as a testament to the project's evolution, its contributions, and its positioning within the broader research landscape. Work Package Deliverables: Deliverable [D.X.1]: Proposed Search Strategy and Methodology for Systematic Reviews (Pre-registration) Description: A comprehensive document outlining the proposed search strategy and methodology for the systematic reviews, emphasizing the importance of pre-registration to ensure transparency and commitment to the proposed approach. Type: Report (R) Dissemination Level: Public (PU) Delivery Date: [e.g. M6] Deliverable [D.X.2]: Initial Systematic Review Reports Description: Comprehensive reports detailing the findings from the initial systematic reviews on [TOPICS]. Type: Report (R) Dissemination Level: Public (PU) Delivery Date: [e.g. M12] Deliverable [D.X.3]: Transparent Database (Version 1.0) Description: The first version of the database, containing all the data gathered and analyzed from the initial systematic reviews. Type: Database (DB) Dissemination Level: Public (PU) / Restricted (RE), depending on data sensitivity Delivery Date: [e.g. M14] Deliverable [D.X.4]: Updated Systematic Review Reports (End of Project) Description: Comprehensive reports detailing the findings from the updated systematic reviews, incorporating both external developments and the project's contributions. Type: Report (R) Dissemination Level: Public (PU) Delivery Date: [e.g. M54] Deliverable [D.X.5]: Transparent Database (Version 2.0) Description: The updated version of the database, reflecting the most recent advancements in [SPECIFIC TOPIC] and the significant findings from the project. Type: Database (DB) Dissemination Level: Public (PU) / Restricted (RE), depending on data sensitivity Deliv

FAQs

What is the purpose of the work package in [PROJECT NAME]?

The work package aims to build a foundational knowledge base for subsequent work packages by enabling open and transparent AI-assisted systematic reviews.

How will the project conduct literature screening and ensure review quality?

Literature reviews follow PRISMA standards, and ASReview is used to efficiently screen large text volumes. Human expertise remains responsible for critical decisions and evaluations.

What deliverables are planned for Task [X.X]?

Deliverables include a pre-registered search strategy and methodology, initial and updated systematic review reports, and transparent database versions 1.0 and 2.0 with public or restricted dissemination as needed.

Sep 2, 2026

Upload by Finn