# External validation of multivariable prediction models: a systematic review of methodological conduct and reporting

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/external-validation-of-multivariable-prediction-models-a-systematic-review-of/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Professor Gary S. Collins,Joris A. H. de Groot,Susan Dutton,Omar Omar,Milensu Shanyinde,Abdelouahid Tajar,Merryn Voysey,Rose Wharton,Ly‐Mee Yu,Karel G.M. Moons,Douglas G. Altman |
| Citations | 751 |
| DOI | 10.1186/1471-2288-14-40 |
| Fields | Decision Sciences,Mathematics,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://bmcmedresmethodol.biomedcentral.com/counter/pdf/10.1186/1471-2288-14-40 |
| OpenAlex ID | https://openalex.org/W2084164487 |
| PMID | 24645774 |
| Type | review |
| Year | 2014 |

## Paper authors

- [Ly‐Mee Yu](https://scholariq.org/researchers/ly-mee-yu/)

## Paper journal

- [BMC Medical Research Methodology](https://scholariq.org/journals/bmc-medical-research-methodology/)

## Paper primary topic

- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)

## Paper topics

- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)
- [Statistical Methods in Epidemiology](https://scholariq.org/topics/statistical-methods-in-epidemiology/)
- [Meta-analysis and systematic reviews](https://scholariq.org/topics/meta-analysis-and-systematic-reviews/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.