I found a solution before this got approved. This is what I ended up with:
SELECT ..., (SELECT pi.value -> 'id' FROM jsonb_each(data -> 'participants') AS pi WHERE pi.value -> 'tags' @> '["booked"]') custom_column_name FROM ...