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1 day agoCreatinin in urine was used as a measure of kidney function for literal decades despite African Americans having lower levels despite worse kidneys by other factors. Creatinine level is/was a primary determinant of transplant eligibility. Only a few years ago some hospitals have started to use inulin which is a more race and gender neutral measurement of kidney function.
No algorithm matters if the input isn’t comprehensive enough and cost effective biological testing is not.
That’s my point, this is real world data, its all garbage, and no amount of LLM rehashing fixes that.