This file records the changes in CV19 Index library in reverse chronological order.
- Fixes #21, #25, #26, #28 - handle cases where there is no inpatient data. Also fixed some install issues related to having different versions of various dependencies.
- Fixes #25 - resources directory missing with PIP install
- Fixes #21 - error with newer versions of Pandas
- Fixes handling of Excel files for input
- Fixes some broken links in the README.
This release is a significant update
This release incorporates a new model that is now appropriate for adults ages 18 and over. This model was trained on a combination of the original CMS Medicare data along with additional data provided by HealthFirst.
The original Medicare only 'xgboost' model is still available by adding a -m xgboost option to cv19index. However, even for Medicare populations we recommend moving to the new xgboost_all_ages model. This model is now the default.
- The README has been completely rewritten to make the usage more clear.
- We have added prebuilt whl files to make instlalation on windows easier.
- Documented the input and output formats more clearly.
- Removed the old preprocessing code from version 1.0.0
- Corrected a bug with the "# of Admissions" feature.
- Corrected a bug where 3 character ICD-10 codes would not be mapped to CCSR.
- Added a "features.csv" option to enable users to see the result of preprocessing.
- Added a "run_cv19index.py" script that neables running the package without installing from PyPI.
- Several asserts have been added to verify that data types and row counts are correct through the code.
Many thanks to HealthFirst for being one of the first users of the model and for allowing us to use their data in order to create a model for all ages.
Packaged preprocessing code and maint he main entry point do_run_claims instead of do_run
Initial Release