mimic3-benchmarks
mimic3-benchmarks copied to clipboard
Fraction of inspired oxygen is different after python3 support commit.
#23 introduces some differences in the created datasets. The difference is present only in the Fraction of inspired oxygen
columns (about 50 stays affected). All the differences have the same from: before the commit the value was 0.00x and after the commit it is 0.x.
The difference is probably caused by this change https://github.com/YerevaNN/mimic3-benchmarks/commit/d1345ff46bef8696d3a1d95d66cd57529c50a4ff#diff-1d490cd0d31a8ee697543d2ab47815e8L141. It seems that this fixes something, because 0.00x values for fraction of inspired oxygen are very strange, usually it is 0.x.
Should we close this?
This is something we would like to fix in the future versions of the dataset. Right now we process fio2 of ~50 patients incorrectly.