Yes. The initial viral load of your exposure may be linked to the severity of your illness. That's why cleaning and distancing is so important.
Good news: I found a pair of 3M P100 respirators in my garage. I managed to get an order of filters for them. I plan to send one to my cousin who is a doctor in a NY hospital. My family also made homemade face shields which will be helpful. Hopefully, in the future, some planning will be made to avoid running things as absolutely efficiently as possible so the people on the line for this won't have to scavenge to get supplies.
That's one of the biggest problems we have seen. Companies, organizations, hospitals, etc etc have been pushed to the breaking point for doing more with less. Positions have been eliminated or combined. Local storage of resources has been switch for the concept of rapid ordering. Patient to Nurse/Doctor/Responder ratios are the thinnest they have ever been. Because of this, as soon as there is a critical incident like this, the system collapses. Patient ratios sky rocket and not everyone can get help. Equipment that was supposed to be able to easily be ordered within a very short time period, is now impossible to get. The lack of redundancy is knocking out entire departments and shutting down key infrastructure.
In our push to save money, we forgot that disasters will happen. We became penny-wise and pound foolish. We can't just do layoffs when there are people dying. We can't just order more supplies when the suppliers can't make the items fast enough. The back-up plans all counted on a perfect unfettered and uninterrupted supply chain.
Now people are paying the price with their lives.