Depends on what you're trying to achieve.
If you want to start the page from scratch (or just clean up the list) - then as stated above you can't.
But if you need to prepare a different version submission - all textfields seem to be editable when in "Prepare for Submission" state. So you can replace your build, rename the version etc, so basically overwrite the whole page.
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Any updates / solutions on this?
Found the mistake on my side. I already had installed release version of the app (same bundle id). Deleting release one did the trick, now I can debug NSE as expected.
pluginkit and this SO answer helped
Succeeded to restore the resizing functionality by opening new tab..