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This PR improves the implementation of the KDIGO guidelines for MIMIC-IV.
The big changes:
aki_stage_smoothed
column which carries forward the highest AKI stage for 6 hours (arbitrary but seems reasonable). Helps smooth over theaki_stage
alternating between the creatinine/UO derived stage, e.g.NULL
Seems to result in a lot more stage 1 AKI - but I think the logic is better. Would welcome any thoughts.