Product
Introducing License Enforcement in Socket
Ensure open-source compliance with Socket’s License Enforcement Beta. Set up your License Policy and secure your software!
Measure agreement between chart reviewers.
Whether your chart annotations come from humans, machine-learning, or coded data like ICD-10,
chart-review
can compare them to reveal interesting statistics like:
Accuracy
Confusion Matrix
For guides on installing & using Chart Review, read our documentation.
$ ls
config.yaml labelstudio-export.json
$ chart-review accuracy jill jane
Comparing 3 charts (1, 3–4)
Truth: jill
Annotator: jane
F1 Sens Spec PPV NPV Kappa TP FN TN FP Label
0.667 0.75 0.6 0.6 0.75 0.341 3 1 3 2 *
0.667 0.5 1.0 1.0 0.5 0.4 1 1 1 0 Cough
1.0 1.0 1.0 1.0 1.0 1.0 2 0 1 0 Fatigue
0 0 0 0 0 0 0 0 1 2 Headache
We love 💖 contributions!
If you have a good suggestion 💡 or found a bug 🐛, read our brief contributors guide for pointers to filing issues and what to expect.
FAQs
Medical Record Chart Review Calculator
We found that chart-review demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 2 open source maintainers collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Product
Ensure open-source compliance with Socket’s License Enforcement Beta. Set up your License Policy and secure your software!
Product
We're launching a new set of license analysis and compliance features for analyzing, managing, and complying with licenses across a range of supported languages and ecosystems.
Product
We're excited to introduce Socket Optimize, a powerful CLI command to secure open source dependencies with tested, optimized package overrides.