i deleted my comment when i realised you were restricting the random number (and thus you wouldn't get negative survival as i suggested). Your new approach sounds ideal ie informed as much as possible. I think in the industry it's not uncommon to replace missing days with 15, but that's when there's a decade between diagnosis and death. With shorter survival, as you say, the impact of how missings are handled is more apparent
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