Emergency Readmission Risk Model
Bronze Quality 75% Data Science Public repository Also listed on HSMA Atlas
Organisation: NHS Example University Hospitals · Project type: Exploratory Research & Model Training
Notebooks and training code for a model predicting 30-day emergency readmission risk from routinely collected admission data. Shared for the feature engineering and evaluation approach rather than the fitted model.
Reusability tier
Bronze
Clean repository with pinned dependencies and feature engineering grouped into a helpers module, but notebooks still contain trust-specific cohort definitions that need rewriting for other data.
Links
Synthetic example
This entry is test data for the demo. The links below do not lead to real code, and any resemblance to real projects or packages is coincidental.
- Repository: https://github.com/nhs-example-org/readmission-risk-model
- HSMA Atlas entry: https://atlas.hsma.co.uk/packages_projects_tools/readmission-risk-model/
Quality score
This entry scores 75 of 100 for metadata quality. The score measures how complete and current the catalogue entry is, not the code itself; the reusability tier covers the code. Improving the metadata raises the score.
| Criterion | Points | Met |
|---|---|---|
| Description of 100 characters or more | 10 | yes |
| Two or more tags | 10 | yes |
| Tier rationale provided | 10 | yes |
| SUL layers declared | 10 | yes |
| Updated within the last 18 months | 15 | yes |
| Platforms listed | 5 | yes |
| Owning organisation named | 5 | yes |
| Public repository | 10 | yes |
| Documentation link | 15 | no |
| Installable package link | 10 | no |
SUL principle
How this entry maps to the SUL principle:
| Element | Description | Included |
|---|---|---|
| Structural | Templates, folder structures, project skeletons | no |
| Utility | Generic helper functions decoupled from project logic | yes |
| Logic | Bespoke project-specific code, clearly separated | yes |
Details
| Field | Value |
|---|---|
| Category | Data Science |
| Language(s) | Python |
| Platform(s) | jupyter databricks |
| Tags | readmissions machine-learning risk-prediction secondary-care feature-engineering |
| Date added | 2026-02-05 |
| Last updated | 2026-03-22 |
Contact
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