ArticlePLoS medicine2015
Individual participant data (IPD) meta-analyses of diagnostic and prognostic modeling studies: guidance on their use.
Article in PLoS medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 22 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
74 citing papers in PubMed, 22 syntheses or guidelines pooled it.
- Assisted Reproductive Technology as Predictor for Preeclampsia: A Systematic Review of Current Clinical Prediction Models.Reproductive sciences (Thousand Oaks, Calif.) · 2026Pooled it
- Pooled it
- Risk prediction models for cancer therapy related cardiac dysfunction in patients with cancer and cancer survivors: systematic review and meta-analysis.BMJ (Clinical research ed.) · 2025Pooled it
- Machine learning to optimize use of natriuretic peptides in the diagnosis of acute heart failure.European heart journal. Acute cardiovascular care · 2025Pooled it
- HPV-16 lineages among women in Africa: a systematic review with meta-analysis.Systematic reviews · 2025Pooled it
- Development and validation of prediction models for fetal growth restriction and birthweight: an individual participant data meta-analysis.Health technology assessment (Winchester, England) · 2024Pooled it
- Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review.BMC medicine · 2024Pooled it
- Clinical utility of WHO-recommended screening tools and development and validation of novel clinical prediction models for pulmonary tuberculosis screening among outpatients living with HIV: an individual participant data meta-analysis.European respiratory review : an official journal of the European Respiratory Society · 2023Pooled it
- Estimating Patient-Specific Relative Benefit of Adding Biologics to Conventional Rheumatoid Arthritis Treatment: An Individual Participant Data Meta-Analysis.JAMA network open · 2023Pooled it
- Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review.BMC medical research methodology · 2022Pooled it
- Predicting COVID-19 prognosis in the ICU remained challenging: external validation in a multinational regional cohort.Journal of clinical epidemiology · 2022Pooled it
- Individual participant data meta-analysis with mixed-effects transformation models.Biostatistics (Oxford, England) · 2022Pooled it
- Development and validation of a decision support tool for the diagnosis of acute heart failure: systematic review, meta-analysis, and modelling study.BMJ (Clinical research ed.) · 2022Pooled it
- Ruling out pulmonary embolism across different healthcare settings: A systematic review and individual patient data meta-analysis.PLoS medicine · 2022Pooled it
- Developing more generalizable prediction models from pooled studies and large clustered data sets.Statistics in medicine · 2021Pooled it
- Discovery and validation of a personalized risk predictor for incident tuberculosis in low transmission settings.Nature medicine · 2020Pooled it
- External validation of prognostic models predicting pre-eclampsia: individual participant data meta-analysis.BMC medicine · 2020Pooled it
- Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisalBMJ (Clinical research ed.) · 2020Pooled it
- Individualized Prediction of Transition to Psychosis in 1,676 Individuals at Clinical High Risk: Development and Validation of a Multivariable Prediction Model Based on Individual Patient Data Meta-Analysis.Frontiers in psychiatry · 2019Pooled it
- Meta-analysis of prediction model performance across multiple studies: Which scale helps ensure between-study normality for the C-statistic and calibration measures?Statistical methods in medical research · 2018Pooled it
14 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 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.