ArticleSystematic reviews2014
Systematic review automation technologies.
Article in Systematic reviews, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 138 papers, 26 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
138 citing papers in PubMed, 26 syntheses or guidelines pooled it.
- Transforming evidence synthesis: A systematic review of the evolution of automated meta-analysis in the age of AI.Research synthesis methods · 2026Pooled it
- Orally Ingested Probiotic, Prebiotic, and Synbiotic Interventions as Countermeasures for Gastrointestinal Tract Infections in Nonelderly Adults: A Systematic Review and Meta-Analysis.Advances in nutrition (Bethesda, Md.) · 2023Pooled it
- Delphi survey on the most promising areas and methods to improve systematic reviews' production and updating.Systematic reviews · 2023Pooled it
- Orally Ingested Probiotics, Prebiotics, and Synbiotics as Countermeasures for Respiratory Tract Infections in Nonelderly Adults: A Systematic Review and Meta-Analysis.Advances in nutrition (Bethesda, Md.) · 2022Pooled it
- Effects of chronic fluoxetine treatment on anxiety- and depressive-like behaviors in adolescent rodents - systematic review and meta-analysis.Pharmacological reports : PR · 2022Pooled it
- Automated medical literature screening using artificial intelligence: a systematic review and meta-analysis.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Toxic effects of nanomaterials for health applications: How automation can support a systematic review of the literature?Journal of applied toxicology : JAT · 2022Pooled it
- Body composition changes in physically active individuals consuming ketogenic diets: a systematic review.Journal of the International Society of Sports Nutrition · 2021Pooled it
- A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review.Journal of neurotrauma · 2021Pooled it
- Iterative guided machine learning-assisted systematic literature reviews: a diabetes case study.Systematic reviews · 2021Pooled it
- Challenges and recommendations on the conduct of systematic reviews of observational epidemiologic studies in environmental and occupational health.Journal of exposure science & environmental epidemiology · 2021Pooled it
- Physical relaxation for occupational stress in healthcare workers: A systematic review and network meta-analysis of randomized controlled trials.Journal of occupational health · 2021Pooled it
- Acute Exercise-Induced Set Shifting Benefits in Healthy Adults and Its Moderators: A Systematic Review and Meta-Analysis.Frontiers in psychology · 2021Pooled it
- Data extraction methods for systematic review (semi)automation: Update of a living systematic review.F1000Research · 2021Pooled it
- Artificial Intelligence for Rapid Meta-Analysis: Case Study on Ocular Toxicity of Hydroxychloroquine.Journal of medical Internet research · 2020Pooled it
- Utility of Ketone Supplementation to Enhance Physical Performance: A Systematic Review.Advances in nutrition (Bethesda, Md.) · 2020Pooled it
- Physical Activity for the Treatment of Adolescent Depression: A Systematic Review and Meta-Analysis.Frontiers in physiology · 2020Pooled it
- The antidepressant impact of minocycline in rodents: A systematic review and meta-analysis.Scientific reports · 2019Pooled it
- Effects and Moderators of Acute Aerobic Exercise on Subsequent Interference Control: A Systematic Review and Meta-Analysis.Frontiers in psychology · 2019Pooled it
- Threshold of Energy Deficit and Lower-Body Performance Declines in Military Personnel: A Meta-Regression.Sports medicine (Auckland, N.Z.) · 2018Pooled it
78 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Systematic reviews, a cornerstone of evidence-based medicine, are not produced quickly enough to support clinical practice. The cost of production, availability of the requisite expertise and timeliness are often quoted as major contributors for the delay. This detailed survey of the state of the art of information systems designed to support or automate individual tasks in the systematic review, and in particular systematic reviews of randomized controlled clinical trials, reveals trends that see the convergence of several parallel research projects.We surveyed literature describing informatics systems that support or automate the processes of systematic review or each of the tasks of the systematic review. Several projects focus on automating, simplifying and/or streamlining specific tasks of the systematic review. Some tasks are already fully automated while others are still largely manual. In this review, we describe each task and the effect that its automation would have on the entire systematic review process, summarize the existing information system support for each task, and highlight where further research is needed for realizing automation for the task. Integration of the systems that automate systematic review tasks may lead to a revised systematic review workflow. We envisage the optimized workflow will lead to system in which each systematic review is described as a computer program that automatically retrieves relevant trials, appraises them, extracts and synthesizes data, evaluates the risk of bias, performs meta-analysis calculations, and produces a report in real time.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.