PATENT CLAIM ANALYSIS

Application Number: 15770515
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-12
Patent Classification: ["715", "231000"]

Abstract:
The vocabulary of pertinent terms used to highlight/filter medical records in a text annotation system is continually updated based on user feedback. To maximize the effectiveness of this updating, feed-back is extracted from all users of the system, thereby providing a ‘group-sourced’ vocabulary of pertinent terms. As each user modifies the provided vocabulary of pertinent terms to customize the text annotation system to conform to the user's preferences, the modifications are collected and communicated to the provider of the vocabulary of pertinent terms. The provider of the vocabulary of pertinent terms assimilates the modifications implemented by each user of the word annotation system to determine whether to modify the vocabulary of pertinent terms for subsequent users of the common vocabulary of pertinent terms.

Claim (Index 11):
A network of text annotation systems comprising:\n a database that stores a vocabulary of pertinent terms that may be used in a medical record; a plurality of text annotation systems that each:\n highlight pertinent terms in a patient's medical record based on the vocabulary of pertinent terms; and \n receive proposed modifications to the vocabulary of pertinent terms by a user of the text annotation system; \n a crowd-sourced knowledge module that:\n provides the vocabulary of pertinent terms at the database to the plurality of text annotation systems; \n receives the proposed modifications to the vocabulary of pertinent terms from the plurality of text annotation systems, wherein the proposed modifications include modifications that add a term to the vocabulary and modifications that remove a term from the vocabulary; \n assimilates the proposed modifications to the vocabulary to determine whether an update to the vocabulary of pertinent terms is warranted; \n updates the vocabulary of pertinent terms when the update is determined to be warranted; and \n provides the updated vocabulary of pertinent terms to one or more of the plurality of text annotation systems.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 91.0
- Lexical Diversity: 2.07812
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13622934', '11733033', '14296249', '12561547', '14746564']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2985059122143921
- 35 USC 102 Novelty (BERT): 0.4710543735856779
- Combined Prediction Score: 0.3157607583515207
- Mean Citation Score: 149.701706
- Max Citation Score: 155.90855
- Similarity Product: 107.90989996589124

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test