stars_reproduction_template

Template repository for assessing the computational reproducibility of simulation studies on STARS

https://github.com/pythonhealthdatascience/stars_reproduction_template

Science Score: 77.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
    1 of 2 committers (50.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.0%) to scientific vocabulary

Keywords

reproducibility simulation template

Keywords from Contributors

intensive-care-unit simulation-model
Last synced: 4 months ago · JSON representation ·

Repository

Template repository for assessing the computational reproducibility of simulation studies on STARS

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 5
Topics
reproducibility simulation template
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog Contributing License Citation

README.md

[Template] STARS: Computational reproducibility of [Author] et al. [Year] STARS

This is a template repository for assessing the computational reproducibility of simulation studies on STARS. To use this template, please select the "use this template" button and then "create a new repository".

It has been archived on Zenodo:

Heather, A., Monks, T., Harper, A., Mustafee, N., & Mayne, A. (2024). Template for computational reproducibility assessments on STARS. Zenodo. https://zenodo.org/doi/10.5281/zenodo.12168890.

If you are using VSCode and encounter an error rendering files containing code - e.g. "ERROR: Not a directory (os error 20): stat '/bin/python3/'" - this is likely because you haven't set an interpreter for that file. You can do so via Ctrl+Shift+P "Python: Select Interpreter". You can use different interpreters for different files.

Valid CITATION.cff

This repository forms part of work package 1 on the project STARS: Sharing Tools and Artefacts for Reproducible Simulations. It assesses the computational reproducibility of:

[Authors]. [Title]. [Journal] [Volume], Edition. <[URL]>.

Website

Click here to check out the website for this repository

This website is created using Quarto and hosted using GitHub Pages. It shares everything from this computational reproducibility assessment.

Protocol

The protocol for this work is summarised in the diagram below and archived on Zenodo:

Heather, A., Monks, T., Harper, A., Mustafee, N., & Mayne, A. (2024). Protocol for assessing the computational reproducibility of discrete-event simulation models on STARS. Zenodo. https://doi.org/10.5281/zenodo.12179846.

Workflow

Repository overview

bash ├── .github │ └── workflows │ └── ... ├── evaluation │ └── ... ├── logbook │ └── ... ├── original_study │ └── ... ├── quarto_site │ └── ... ├── reproduction │ └── ... ├── .gitignore ├── CHANGELOG.md ├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── _quarto.yml ├── citation_apalike.apa ├── citation_bibtex.bib ├── index.qmd └── requirements.txt

Key sections: These folders have all the content related to the original study and reproduction...

  • original_study/ - Original study materials (i.e. journal article, supplementary material, code and any other research artefacts).
  • reproduction/ - Reproduction of the simulation model. Once complete, this functions as a research compendium for the model, containing all the code, parameters, outputs and documentation.
  • evaluation/ - Quarto documents from the evaluation of computational reproducibility. This includes the scope, assessment of reproduction success, and comparison of the original study materials against various guidelines, and summary report.
  • logbook/ - Daily record of work on this repository.

Other sections: The remaining files and folders support creation of the Quarto site to share the reproduction, or are other files important to the repository (e.g. README, LICENSE, .gitignore)...

  • .github/workflows/ - GitHub actions.
  • quarto_site/ - A Quarto website is used to share information from this repository (including the original study, reproduced model, and reproducibility evaluation). This folder contains any additional files required for creation of the site that do not otherwise belong in the other folders.
  • .gitignore - Untracked files.
  • CHANGELOG.md - Description of changes between GitHub releases and the associated versions on Zenodo.
  • CITATION.cff - Instructions for citing this repository, created using CFF INIT.
  • CONTRIBUTING.md - Contribution instructions for repository.
  • LICENSE - Details of the license for this work.
  • README.md - Description for this repository. You'll find a seperate README for the model within the reproduction/ folder, and potentially also the original_study/ folder if a README was created by the original study authors.
  • _quarto.yml - Set-up instructions for the Quarto website.
  • citation_apalike.bib - APA citation generated from CITATION.cff.
  • citation_bibtex.bib - Bibtex citation generated from CITATION.cff.
  • index.qmd - Home page for the Quarto website.
  • requirements.txt - Environment for creation of Quarto site (used by .github/workflows/quarto_publish.yaml).

Citation

If you wish to cite this repository, please refer to the citation file CITATION.cff, and the auto-generated alternatives citation_apalike.apa and citation_bibtex.bib.

License

This repository is licensed under the [license and link to file].

This is aligned with the original study, who [license and link to file].

Funding

This work is supported by the Medical Research Council [grant number MR/Z503915/1].

Owner

  • Name: pythonhealthdatascience
  • Login: pythonhealthdatascience
  • Kind: organization

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
# TODO: Amend to 'STARS: Computational reproducibility of Author et al. Year'
title: Template for computational reproducibility assessments on STARS
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
# TODO: Amend to list of authors involved in reproduction - first, the primary
# researcher, followed by those providing advice/feedback on the reproduction.
authors:
  - given-names: Amy
    family-names: Heather
    email: a.heather2@exeter.ac.uk
    affiliation: University of Exeter Medical School, Exeter, UK
    orcid: 'https://orcid.org/0000-0002-6596-3479'
  - given-names: Thomas
    family-names: Monks
    email: t.m.w.monks@exeter.ac.uk
    affiliation: University of Exeter Medical School, Exeter, UK
    orcid: 'https://orcid.org/0000-0003-2631-4481'
  - given-names: Alison
    family-names: Harper
    email: a.l.harper@exeter.ac.uk
    affiliation: University of Exeter Business School, Exeter, UK
    orcid: 'https://orcid.org/0000-0001-5274-5037'
  - given-names: Navonil
    family-names: Mustafee
    email: n.mustafee@exeter.ac.uk
    affiliation: University of Exeter Business School, Exeter, UK
    orcid: 'https://orcid.org/0000-0002-2204-8924'
  - given-names: Andrew
    family-names: Mayne
    email: andrew.mayne@somersetft.nhs.uk
    affiliation: Taunton and Somerset NHS Foundation Trust, UK
    orcid: 'https://orcid.org/0000-0003-1263-2286'
# TODO: Amend to correct repository URL
repository-code: >-
  https://github.com/pythonhealthdatascience/stars_reproduction_template
# TODO: Amend to short description of repo and citation for the original study
abstract: >-
  Template repository for assessing the computational reproducibility of discrete-event simulation studies on STARS.
# TODO: Update license if not using MIT
license: MIT
# TODO: Manually update with each GitHub release (start with 0.1.0)
version: '1.0.4'
date-released: '2024-07-26'

GitHub Events

Total
Last Year

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 76
  • Total Committers: 2
  • Avg Commits per committer: 38.0
  • Development Distribution Score (DDS): 0.092
Past Year
  • Commits: 75
  • Committers: 2
  • Avg Commits per committer: 37.5
  • Development Distribution Score (DDS): 0.093
Top Committers
Name Email Commits
amyheather a****2@e****k 69
cffconvert GitHub Action c****t 7
Committer Domains (Top 20 + Academic)

Dependencies

.github/workflows/cff_convert.yaml actions
  • actions/checkout v4 composite
  • citation-file-format/cffconvert-github-action 2.0.0 composite
.github/workflows/cff_validation.yaml actions
  • actions/checkout v3 composite
  • dieghernan/cff-validator v3 composite
requirements.txt pypi
  • jupyter ==1.0.0
  • pandas ==2.2.2
  • plotly ==5.22.0
.github/workflows/docker_ghr.yaml actions
  • actions/checkout v3 composite
  • docker/login-action v1 composite
.github/workflows/quarto_publish.yaml actions
  • actions/checkout v4 composite
  • actions/setup-python v4 composite
  • quarto-dev/quarto-actions/publish v2 composite
  • quarto-dev/quarto-actions/setup v2 composite