Patent ID: 7039256

Claim:
A method for automated injection, comprising: receiving a collection of input items; assigning respective classifications to the items in the collection, the classifications of the items having respective confidence attributes associated therewith; forming a group of the items whose respective classifications are the same, with respective confidence attributes in a first attribute range; adding to the group a selection of the items for which the confidence attributes associated with the respective classifications are in a second attribute range, such that the classifications whose confidence attributes are in the second attribute range are likelier to be erroneous than those whose confidence attributes are in the first attribute range: presenting the group of the items together on a computer display; and receiving an input from an operator indicating the items on the display whose classifications are perceived by the operator to be erroneous, wherein adding the selection of the items to the group comprises selecting the items to be added such that the classifications of the added items are the same as the classifications of the items in the group whose respective confidence attributes are in the first attribute range, and wherein assigning the respective classifications comprises assigning first and second classifications to each of at least some of the items, with respective first and second confidence attributes, such that the first confidence attribute is indicative of a higher level of confidence than the second confidence attribute, and wherein selecting the items to be added comprises selecting the items such that the second classification of the added items is the same as the classifications of the items in the group whose respective confidence attributes are in the first attribute range.