ArticleJAMIA open2022
Cleaning of anthropometric data from PCORnet electronic health records using automated algorithms.
Article in JAMIA open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Advanced applications in chronic disease monitoring using IoT mobile sensing device data, machine learning algorithms and frame theory: a systematic review.Frontiers in public health · 2025Pooled it
- Longitudinal Associations of Neighborhood Food Access with Child Body Mass Index and Obesity.Childhood obesity (Print) · 2026Article
- Adverse Childhood Experiences and Growth Outcomes in Childhood: A Longitudinal EHR-Based Study.medRxiv : the preprint server for health sciences · 2026Article
- Using large language models to enhance clinically-driven missing data recovery algorithms in electronic health records.JAMIA open · 2026Article
- T cell dysregulation and remodeling in pediatric obesity and weight loss.bioRxiv : the preprint server for biology · 2026Article
- Emulation of a Target Trial of Antihypertensive Medications on Weight Change.Journal of general internal medicine · 2026Observational
- PCORnet®: An Infrastructure Supporting Innovation in Clinical Study Design.Medical care · 2026Article
- Associations of work-related extended availability with overweight and obesity among Chinese workers.Frontiers in public health · 2026Article
- Comparative Weight Change With Initiation and Adherence to Common Medications for Type 2 Diabetes.Obesity (Silver Spring, Md.) · 2025Article
- Data from Routine Primary Healthcare: Opportunities and Threats for Obesity Epidemiological Research.Portuguese journal of public health · 2025Article
- EHRchitect: An open-source software tool for medical event sequences data extraction from Electronic Health Records.Journal of clinical and translational science · 2025Article
- Medication-Induced Weight Change Across Common Antidepressant Treatments : A Target Trial Emulation Study.Annals of internal medicine · 2024Observational
- Identifying erroneous height and weight values from adult electronic health records in the All of Us research program.Journal of biomedical informatics · 2024Article
- Trends of Antihypertensive Prescription Among US Adults From 2010 to 2019 and Changes Following Treatment Guidelines: Analysis of Multicenter Electronic Health Records.Journal of the American Heart Association · 2024Article
- Data quality control in longitudinal epidemiologic studies: conditional studentized residuals from linear mixed effects models for outlier detection in the setting of pediatric chronic kidney disease.Annals of epidemiology · 2023Article
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
Objective: To demonstrate the utility of Materials and Methods: We used all available pediatric and adult height and weight data from an ongoing observational study that includes EHR data from 15 healthcare systems and applied Results: 687 226 children (<20 years) and 3 267 293 adults contributed 71 246 369 weight and 51 525 487 height measurements. Conclusion:
Indexed as
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.