Back to search

Article

(Semi)automated approaches to data extraction for systematic reviews and meta-analyses in social sciences: A living review protocol

2023-01-27

Abstract excerpt

<h4>Background: </h4> : An abundance of rapidly accumulating scientific evidence presents novel opportunities for researchers and practitioners alike, yet such advantages are often overshadowed by resource demands associated with finding and aggregating a continually expanding body of scientific information. Across social science disciplines, the use of automation technologies for timely and accurate knowledge syn...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
09f1c533-9e79-5205-843a-3c7284fb47a8
DOI
10.12688/f1000research.125198.2
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
(Semi)automated approaches to data extraction for systematic reviews and meta-analyses in social sciences: A living review protocolDOI 10.12688/f1000research.125198.2
Collaborative Large Language Models for Automated Data Extraction in Living Systematic ReviewsSemantic proximity
Assessing the feasibility and acceptability of a bespoke large language model pipeline to extract data from different study designs for public health evidence reviewsSemantic proximity
Annotations to Structure a Systematic Review: Methodological Update and Key Principles Using the S0–S3 FlowSemantic proximity
How good are large language models for automated data extraction from randomized trials?Semantic proximity
Automation of Systematic Reviews with Large Language ModelsSemantic proximity
Building a sample characteristics table for studies on peer-reviewed publications: Rationale and pipeline developmentSemantic proximity
Building a sample characteristics table for studies on peer-reviewed publications: Rationale and pipeline developmentSemantic proximity
Meta-Mar: An AI-Assisted Web Platform for Accessible and Rigorous Meta-AnalysisSemantic proximity
State of play in individual participant data meta-analyses of randomised trials: Systematic review and consensus-based recommendationsSemantic proximity
The PRISMA 2020 statement: an updated guideline for reporting systematic reviewsSemantic proximity
The PRISMA 2020 statement: an updated guideline for reporting systematic reviewsSemantic proximity
Automated reproducibility assessments in the social and behavioral sciences using large language modelsSemantic proximity
Select a neighboring publication to make it the new centre.