ArticleBMJ evidence-based medicine2025
Four overlooked errors in ROC analysis: how to prevent and avoid.
Article in BMJ evidence-based medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed.
- Serum AKR1B10 in Early Hepatocellular Carcinoma: Superiority to AFP or Disease-Spectrum-Dependent Complementarity?Liver international : official journal of the International Association for the Study of the Liver · 2026Article
- Admission Shock Index Is an Independent Predictor of In-Hospital All-Cause Mortality in Patients With Acute Aortic Dissection and Intramural Hematoma.Clinical cardiology · 2026Article
- Diagnostic value of tubular and glomerular biomarkers across different stages of kidney injury in patients with type 2 diabetic nephropathy.Frontiers in endocrinology · 2026Observational
- From fatty liver indices to the Zhejiang University index: Re-shaping risk stratification of metabolic liver disease in diabetes.World journal of diabetes · 2025Article
- Clinical Application of Vision Transformers for Melanoma Classification: A Multi-Dataset Evaluation Study.Cancers · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.