ArticleBMJ (Clinical research ed.)2016
Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests.
Article in BMJ (Clinical research ed.), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 695 papers, 5 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
695 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Technological Integration in Triage With AI and Machine Learning Compared With Conventional Triage and Narrative Synthesis of Telehealth for Patient Prioritization in Emergency and Acute Care Settings: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Machine learning-based risk predictive model for postoperative refractures in patients with osteoporotic vertebral compression fractures: a systematic review and critical appraisal.BMC musculoskeletal disorders · 2026Pooled it
- Prediction models for mortality in patients with sepsis: 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
- Pooled it
- Rivaroxaban in Peripheral Artery Disease After Revascularization: Worst Events and Net Outcomes in VOYAGER PAD.Journal of the American Heart Association · 2025Trial
- Why decision curves cross treat-all and treat-none: A PPV and calibration perspective.Global epidemiology · 2026Article
- Development and validation of the SYSU-score for MRI-based transmural healing assessment in Crohn's disease: a dual-center study.European radiology · 2026Article
- Early Prediction of Carbapenem Resistance in Gram-Negative Organisms at Culture Ordering from Routinely Collected Hospital Data: Temporal and External Validation of ORDER-CARB.Infectious diseases and therapy · 2026Article
- Development and Internal Validation of an Interpretable Machine Learning Model for Identifying Past-Year Nonsuicidal Self-Injury Among Adolescents With Depression: Retrospective Study.JMIR pediatrics and parenting · 2026Article
- Limited Incremental Value of Six Haemogram-Derived Inflammatory Indices for Detecting Endometrial Carcinoma and Intraepithelial Neoplasia in Abnormal Uterine Bleeding: A Case-Control Study.Diagnostics (Basel, Switzerland) · 2026Article
- A Parsimonious Machine Learning Model for Predicting Invasive Coronary Angiography Referral After Coronary Computed Tomography Angiography: Development and Multicentre External Validation.Journal of clinical medicine · 2026Article
- Variability in the Risk of Malignancy in Bethesda IV Thyroid Nodules: Results from the EUROCRINE Surgical Registry.Cancers · 2026Article
- Artificial intelligence in cardiovascular medicine: a practical guide for clinicians and researchers.European heart journal. Digital health · 2026Review
- Clinical Relevance of Donor-Derived Cell-Free DNA in Monitoring Kidney Transplant Rejection.Journal of the American Society of Nephrology : JASN · 2026Observational
- Derivation and internal validation of the enhanced liver fibrosis (ELF)-based prediction score for advanced liver fibrosis in obese patients undergoing bariatric surgery.Surgical endoscopy · 2026Article
- Development and internal validation of a machine learning prediction model for postoperative hemorrhage following modified radical mastectomy for breast cancer.Gland surgery · 2026Article
- Colposcopic Imaging Carries Most of the Signal: Externally Validated Tri-Modal Integration of Imaging, Vaginal Microbiome, and Coagulation-Immune Data in HPV-Associated Co-Infection.Diagnostics (Basel, Switzerland) · 2026Article
- Article
- Early EASIX and Short-Term Mortality After Acute Myocardial Infarction: A Dual-Cohort Prognostic Study.Journal of clinical medicine · 2026Article
635 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors.
Funding
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.