ArticleScientific data2024
A General Primer for Data Harmonization.
Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 1 of them a synthesis 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
59 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Trends in demographic and health survey publications based on a bibliometric analysis.Global health action · 2026Pooled it
- Harmonising Depression and Anxiety Measures Across International Cohorts: A Framework Validated Using Measurement Invariance.International journal of methods in psychiatric research · 2026Article
- Towards the Future of Cancer Care: A Concept Paper for the Proposal of a Medical and Public Health Cancer Genomics Platform.Health science reports · 2026Article
- Reclaiming Data, Restoring Health: The Indigenous Biomedical Data Science Renaissance.Annual review of biomedical data science · 2026Review
- Unlocking the Power of Data Harmonization in Environmental Health Sciences: A Comprehensive Exploration of Significance, Use Cases, and Recommendations for Standardization Efforts.Environmental health perspectives · 2026Review
- Development and evaluation of wrist- and thigh-worn accelerometer algorithms using self-training machine learning models for classification of activity type and posture: towards device placement-agnostic methods in the ProPASS consortium.The international journal of behavioral nutrition and physical activity · 2026Article
- A Taxonomy of Data Synthesis.Personality & social psychology bulletin · 2026Article
- Harmonisation of Dietary Intake Data in Pregnant Women: Data from the Brazilian Maternal and Child Nutrition Consortium-BMCNC.Nutrients · 2026Article
- Drivers of Vertical HIV Transmission in Sub-Saharan Africa and the Impact and Cost-Effectiveness of Targeted and Universal Lenacapavir Pre-Exposure Prophylaxis.Journal of the International AIDS Society · 2026Article
- Public Oral Healthcare Utilisation and Its Associated Factors in Malaysian Adults: A Time-Series Analysis (1992-2019).International dental journal · 2026Article
- Harmonization in magnetic resonance imaging: A survey of acquisition, image-level, and feature-level methods.Medical image analysis · 2026Review
- Routine data are not 'dirty' data: how to approach using routine data for research.BMJ health & care informatics · 2026Article
- Harmonising research data to support mental health services decision making and care planning: development of a data harmonisation platform in regional Australia.BMC health services research · 2026Article
- Scalable data harmonization for single-cell image-based profiling with CytoTable.Patterns (New York, N.Y.) · 2026Article
- Longitudinal multicohort evidence for bidirectional diabetes arthritis links in older adults.iScience · 2026Article
- Secondary Analysis to Evaluate Performance Expression Stability of Alternative Complex-Contrast Training Set Strategies.Methods and protocols · 2026Article
- New Personalized Medicine Model for Medication Management.Journal of personalized medicine · 2026Review
- Insights and priorities from the 2025 private funders' Parkinson's disease and related disorders large footprint data interoperability summit.Journal of Parkinson's disease · 2026Article
- Integration and harmonization of cell shape images for generative modeling.bioRxiv : the preprint server for biology · 2026Article
- Total Brain Diagnostics: Advancing Precision Brain and Mental Health at the Department of Veterans Affairs.Federal practitioner : for the health care professionals of the VA, DoD, and PHS · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Identifiers
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.