ArticleBMJ (Clinical research ed.)2024
Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study.
Article in BMJ (Clinical research ed.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 126 papers, 10 of them syntheses that pooled it.
What it found
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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
126 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Machine learning based prediction models for first stroke in community primary care: a systematic review and meta-analysis.BMC medical informatics and decision making · 2026Pooled it
- Development and multicenter external validation of a novel prediction model for inadequate bowel preparation before colonoscopy.BMC medical informatics and decision making · 2026Pooled it
- Relapse prediction and individualized treatment-effect modeling in relapsing multiple sclerosis: a systematic review.Frontiers in public health · 2026Pooled it
- Prediction models for the occurrence and mortality of sepsis-associated lung injury: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Prediction models for self-harm and suicide: a systematic review and critical appraisal.BMC medicine · 2025Pooled it
- Maternal early warning scores shown to be methodologically weak and at high risk of bias.Journal of clinical epidemiology · 2025Pooled it
- TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation.Ewha medical journal · 2025Guideline
- 2024 Revision of the level of evidence grading system for ESC clinical practice guideline recommendations II: diagnostic tests and prediction models.European heart journal · 2025Guideline
- Prognostic models for prediction of perioperative allogeneic red blood cell transfusion in adult cardiac surgery: A systematic review and meta-analysis.Transfusion · 2025Pooled it
- Prediction models for aspiration risk in stroke patients: a systematic review.Frontiers in neurologyPooled it
- Comparison between clinician and machine learning prediction in a randomized controlled trial for nonsuicidal self-injury.BMC psychiatry · 2024Trial
- Dose-conditioned machine-learning prediction of a composite target sedation state in patients undergoing propofol-sedated gastrointestinal endoscopy.Annals of medicine · 2026Observational
- Feasibility of opportunistic screening for preserved ratio impaired spirometry using chest radiography-based deep learning models.European journal of radiology open · 2026Article
- Evaluation of Diabetes Risk Models Applied to the Prediction of Incident Dysglycaemia in African and European Populations.Diabetes, obesity & metabolism · 2026Article
- External validation, recalibration and updating of the OxSATS risk model for suicide after self-harm in England.BMJ mental health · 2026Article
- Radiographic Knee Osteoarthritis Identification Using Wearable Plantar Pressure: Secondary Cross-Sectional Analysis of Interpretable Framework Integrating Biomechanical Descriptors and the Multiscale Synergy Index.JMIR mHealth and uHealth · 2026Article
- External validation and comparison of five prediction models for lymph node metastasis after noncurative endoscopic submucosal dissection for early gastric cancer.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2026Article
- NMR Metabolomics in Veterinary Medicine: From Biomarker Discovery to Clinical Implementation.Veterinary sciences · 2026Review
- Development of a noninvasive ultrasound-based model for predicting high-risk esophageal varices in hepatitis-related cirrhosis.Ultrasonography (Seoul, Korea) · 2026Article
- Externally validated yet undertrained: sample size deficits in machine learning-based radiomics.European radiology · 2026Article
66 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
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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.