PATENT CLAIM ANALYSIS

Application Number: 16503048
Application Type: Utility
Filing Date: 2019-07
Publication Date: 2019-10
Patent Classification: ["705", "003000"]

Abstract:
A method includes obtaining training data for a plurality of patients of a patient population. The training data includes training blood glucose history data including treatment doses of insulin administered by the patients of the patient population and one or more outcome attributes associated with each treatment dose. The method also includes identifying, for each patient of the patient population, one or more optimum treatment doses of insulin from the treatment doses yielding favorable outcome attributes. The method also includes receiving patient-state information for the treated patient, determining a next recommended treatment dose of insulin for the treated patient based on one or more of the identified optimum treatment doses associated with the patients of the patient population having training patient-state information similar to the patient-state information for the treated patient, and transmitting the next recommended treatment dose to a portable device associated with the treated patient.

Claim (Index 4):
The method of  claim 1 , wherein obtaining the training data comprises obtaining the training data on a selected date.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 100.0
- Lexical Diversity: 2.67241
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15851733', '15862310', '14524756', '14938997', '14524918']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1672477261204895
- 35 USC 102 Novelty (BERT): 0.6662250908659955
- Combined Prediction Score: 0.2171454625950401
- Mean Citation Score: 444.62966000000006
- Max Citation Score: 647.4822
- Similarity Product: 643.1628388314846

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

Dataset: test