In this case it really says something that they are instantly funneled down two different tracks based solely on color. Sure, there are predispositions based on race genetics, but if that condition is not related to the symptom(s) listed on the intake form, why would it enter into anything? At that point it should be start the routine exam no matter what color they are.
--Patrick
Well, there's actually also problems with that. I neither have the time to go really deep into this, nor do I think I could without coming across as a racist. Which, no, does not mean what I'm trying to say
is racist, just that I'm bad at explaining and/or people at getting my point.
Anyway, very short: in some cases, being entirely race blind is a very bad idea in medicine, because some afflictions/diseases are so much more prevalent among certain populations (be it through genetic disposition, which very much CAN be linked to race, or through socio-economic factors like certain ethnicities being far more likely to live in specific conditions - be it polluted areas, poverty, more manual labor, worse food options, etc - which may all be NOT inherently linked to skin color, but because of systemic racism in specific cases can still be important to consider). Combined with some of those "doesn't seem to make sense" statistical rules, and you get things that get perceived as racist done by technically neutral AIs. In some cases, it's most certainly possible that a white and black woman coming in with the exact same symptoms, the likelihood of person A needing treatment 1 and person B needing treatment 2 is so much greater that would indeed be the statistically best option, even if it sounds super racist.
Having said all that, to be clear, in the vast majority of cases, skin color, like age and gender, should have limited or no impact on the decision making in medical cases. (unintended) racism causes a LOT of avoidable deaths in minorities because they aren't considered equal and signs or symptoms are ignored or not given the weight they deserve based on biases. "He's black so more likely to be diabetic so we'll avoid X" isn't necessarily racist. "He's black so his liver pain's probably just from too much drinking, send him home without further checking" IS. Also aided by the US healthcare system which means poor and even average people will tend NOT to want too much testing done because it's prohibitively expensive.