This can happen because the eventual extraction box size is not known at the time of picking, and putative particles near edges can therefore not be rejected at the picking stage.
On cryoSPARC 3.3.1 (with patch 220315) or later, the number of near-edge rejections is reported for each micrograph in the Overview tab of the Extract From Micrographs job.
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