ArticleMetabolites2020
A Multilevel Bayesian Approach to Improve Effect Size Estimation in Regression Modeling of Metabolomics Data Utilizing Imputation with Uncertainty.
Article in Metabolites, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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
13 citing papers in PubMed.
- Kidney function as a key driver of the pharmacokinetic response to high-dose L-carnitine in septic shock.Pharmacotherapy · 2023Trial
- Subtle to significant: Enhancing heaviness perception with stochastic resonance.Journal of experimental psychology. Human perception and performance · 2026Article
- Breath by Breath: Navigating the Landscape of Exhaled Breath in Clinical Research and Prospects for the Future.Journal of analytical methods in chemistry · 2026Review
- MetImputBERT: a pretrained BERT framework for missing value imputation in NMR metabolomics data.Briefings in bioinformatics · 2025Article
- Breathomics: may it become an affordable, new tool for early diagnosis of non-small-cell lung cancer? An exploratory study on a cohort of 60 patients.Interdisciplinary cardiovascular and thoracic surgery · 2024Article
- Colorectal Cancer Diagnosis through Breath Test Using a Portable Breath Analyzer-Preliminary Data.Sensors (Basel, Switzerland) · 2024Article
- Sustained Perturbation of Metabolism and Metabolic Subphenotypes Are Associated With Mortality and Protein Markers of the Host Response.Critical care explorations · 2023Article
- Portable Breath-Based Volatile Organic Compound Monitoring for the Detection of COVID-19 During the Circulation of the SARS-CoV-2 Delta Variant and the Transition to the SARS-CoV-2 Omicron Variant.JAMA network open · 2023Article
- Serum Levels of Acylcarnitines and Amino Acids Are Associated with Liberation from Organ Support in Patients with Septic Shock.Journal of clinical medicine · 2022Article
- Breath analysis for detection and trajectory monitoring of acute respiratory distress syndrome in swine.ERJ open research · 2022Article
- Special Issue: Development and Application of Statistical Methods for Analyzing Metabolomics Data.Metabolites · 2021Article
- Metabolomics-Guided Elucidation of Plant Abiotic Stress Responses in the 4IR Era: An Overview.Metabolites · 2021Review
- Estimating drug consumption during a college sporting event from wastewater using liquid chromatography mass spectrometry.The Science of the total environment · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
To ensure scientific reproducibility of metabolomics data, alternative statistical methods are needed. A paradigm shift away from the
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.