When the run is over, you can hit 'R' in order to skip the score screen and start a new run immediately.
Small Update: Quick Retry
Loading news and updates…
Source: Steam Community (opens in a new tab)
When the run is over, you can hit 'R' in order to skip the score screen and start a new run immediately.