ArticleClinical and translational gastroenterology2014
A primer on predictive models.
Article in Clinical and translational gastroenterology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
49 citing papers in PubMed, 2 syntheses or guidelines pooled it.
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- Predicting the outcomes of preterm neonates beyond the neonatal intensive care unit: What are we missing?Pediatric research · 2021Pooled it
- Comparison of Joint and Landmark Modeling for Predicting Cancer Progression in Men With Castration-Resistant Prostate Cancer: A Secondary Post Hoc Analysis of the PREVAIL Randomized Clinical Trial.JAMA network open · 2021Trial
- Machine Learning Models to Evaluate County-Level Incidence of Diagnosed Diabetes and Sociodemographic Factors.American journal of medicine open · 2026Article
- Machine learning-based forecasting of rainfall and water demand for urban water planning: the case of Ekurhuleni, South Africa.Scientific reports · 2026Article
- From Joint Cognitive Systems to Human-AI Joint Cognitive Systems: A Theory Critique and Application to Obstetric Anesthesia Risk Assessment.Nursing science quarterly · 2026Article
- Artificial Intelligence in Obstetrics and Gynecology Nursing: Clinical, Educational, and Ethical Perspectives.Cureus · 2026Review
- How patients distinguish between clinical and administrative predictive models in health care.The American journal of managed care · 2024Article
- Risk-prediction models for intravenous immunoglobulin resistance in Kawasaki disease: Risk-of-Bias Assessment using PROBAST.Pediatric research · 2023Article
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- Prediction of Gastrointestinal Tract Cancers Using Longitudinal Electronic Health Record Data.Cancers · 2023Article
- Data-driven longitudinal characterization of neonatal health and morbidity.Science translational medicine · 2023Article
- Decision tree algorithm predicts hepatocellular carcinoma among chronic hepatitis C patients following viral eradication.American journal of cancer research · 2023Article
- Machine learning models to predict traumatic brain injury outcomes in Tanzania: Using delays to emergency care as predictors.PLOS global public health · 2023Article
- Reducing Crowding in Emergency Departments With Early Prediction of Hospital Admission of Adult Patients Using Biomarkers Collected at Triage: Retrospective Cohort Study.JMIR bioinformatics and biotechnology · 2022Article
- Is the Way Forward to Step Back? Documenting the Frequency With Which Study Goals Are Misaligned With Study Methods and Interpretations in the Epidemiologic Literature.Epidemiologic reviews · 2022Observational
- Comparison Between Statistical Model and Machine Learning Methods for Predicting the Risk of Renal Function Decline Using Routine Clinical Data in Health Screening.Risk management and healthcare policy · 2022Article
- Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment.Frontiers in aging neuroscience · 2022Article
- Prediction of in-hospital mortality ofBMJ open gastroenterology · 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
3 authors.
Funding
Abstract
Prediction research is becoming increasing popular; however, the differences between traditional explanatory research and prediction research are often poorly understood, resulting in a wide variation in the methodologic quality of prediction research. This primer describes the basic methods for conducting prediction research in gastroenterology and highlights differences between traditional explanatory research and predictive research.
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.