If you have been affected by the missing inventory items since the Miskatonic patch deployed today (Jan 31st), please do not save over your save-games. We’re currently debugging the issue, after which you should be able to reload your original saves with all of your equipment.
However, this will not work if you save over that file with a new save where the equipment is already missing.