ArticleAnnals of the American Thoracic Society2021
Computerized Mortality Prediction for Community-acquired Pneumonia at 117 Veterans Affairs Medical Centers.
Article in Annals of the American Thoracic Society, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Global performance of machine learning models to predict all-cause mortality: systematic review and meta-analysis.Scientific reports · 2025Pooled it
- Artificial Intelligence Applications in Pneumonia: Diagnosis and Outcome Prediction.Current pulmonology reports · 2026Review
- Diagnostic Value of Inflammatory Biomarkers in Intracranial Venous Thrombosis: A Multi-model Predictive Analysis.Cureus · 2024Article
- Article
- An explainable machine learning-based model to predict intensive care unit admission among patients with community-acquired pneumonia and connective tissue disease.Respiratory research · 2024Article
- Risk Factors and Prediction of 28-Day-All Cause Mortality Among Critically Ill Patients with Acute Pancreatitis Using Machine Learning Techniques: A Retrospective Analysis of Multi-Institutions.Journal of inflammation research · 2024Article
- A simplified pneumonia severity index (PSI) for clinical outcome prediction in COVID-19.PloS one · 2024Article
- Performance of Machine Learning Algorithms for Predicting Disease Activity in Inflammatory Bowel Disease.Inflammation · 2023Article
- Machine learning-based prediction of in-ICU mortality in pneumonia patients.Scientific reports · 2023Article
- Hospital admission decisions for older Veterans with community-onset pneumonia: An analysis of 118 U.S. Veterans Affairs Medical Centers.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2023Article
- Machine learning-derived prediction of in-hospital mortality in patients with severe acute respiratory infection: analysis of claims data from the German-wide Helios hospital network.Respiratory research · 2022Article
- Performance of Machine Learning Algorithms for Predicting Adverse Outcomes in Community-Acquired Pneumonia.Frontiers in bioengineering and biotechnology · 2022Article
Corrections and comments
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Authors and funding
18 authors.
Funding
Abstract
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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.