ArticleJournal of biomedical informatics2014
Secondary use of clinical data: the Vanderbilt approach.
Article in Journal of biomedical informatics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 174 papers, 4 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.
Noradrenergic and Stress-Related Etiologies of Chronic Fatigue Syndrome
The Electronic Medical Records and GEnomics (eMERGE) Network Genomic Risk Assessment
Who cites it
174 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Early Division of the Paramedian Forehead Flap: A Systematic Review and Retrospective Analysis.The Laryngoscope · 2025Pooled it
- Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies.Journal of biomedical semantics · 2020Pooled it
- Penetrance and Pleiotropy of Polygenic Risk Scores for Schizophrenia in 106,160 Patients Across Four Health Care Systems.The American journal of psychiatry · 2019Pooled it
- Utilisation of Electronic Health Records for Public Health in Asia: A Review of Success Factors and Potential Challenges.BioMed research international · 2019Pooled it
- Trial
- Trial
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- An EHR-based framework for modeling growth curves and constructing growth centile charts for genetic disorders.NPJ genomic medicine · 2026Article
- Non-Linear Dysanaptic Lung Growth in Patients With Post-Infectious Bronchiolitis Obliterans.Pediatric pulmonology · 2026Article
- Albuminuria Changes as a surrogate endpoint inmedRxiv : the preprint server for health sciences · 2026Article
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- Fluid Balance is Associated with Differential Effects on Respiratory Failure between Critically Ill and Noncritically Ill Adults with SARS-CoV-2: a Retrospective Cohort Study.Shock (Augusta, Ga.) · 2026Article
- The MICOS Complex Regulates Mitochondrial Structure and Oxidative Stress During Age-Dependent Structural Deficits in the Kidney.bioRxiv : the preprint server for biology · 2026Article
- Clinical Note-Extracted Psychosocial Factors for Predicting Suicide Attempt Among ED Patients With Suicidal Ideation.JAMA network open · 2026Article
- Nutrient State, Aging, and Diet Modulate SAM50-Dependent Mitochondrial Remodeling and Systemic Metabolic Signatures.Research square · 2026Article
- A method to enable clinical and translational research teams with custom real-world data from electronic health record systems.Journal of clinical and translational science · 2026Article
- Preparing real-world data through common data model harmonization of cancer patient records in the COMNet platform at the Modena Oncology Center.Frontiers in digital health · 2026Article
- Expanding the Genetic Landscape of Craniofacial Anomalies Through Transcriptome-Wide Association Studies.Research square · 2025Article
- The role of MICOS in modulating mitochondrial dynamics and structural changes in vulnerable regions of Alzheimer's Disease.bioRxiv : the preprint server for biology · 2025Article
- The Advanced Confidentiality Engine as a Scalable Tool for the Pseudonymization of Biomedical Data in Translational Settings: Development and Usability Study.Journal of medical Internet research · 2025Article
114 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
9 authors.
Funding
Abstract
The last decade has seen an exponential growth in the quantity of clinical data collected nationwide, triggering an increase in opportunities to reuse the data for biomedical research. The Vanderbilt research data warehouse framework consists of identified and de-identified clinical data repositories, fee-for-service custom services, and tools built atop the data layer to assist researchers across the enterprise. Providing resources dedicated to research initiatives benefits not only the research community, but also clinicians, patients and institutional leadership. This work provides a summary of our approach in the secondary use of clinical data for research domain, including a description of key components and a list of lessons learned, designed to assist others assembling similar services and infrastructure.
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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.