PATENT CLAIM ANALYSIS

Application Number: 16056406
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-01
Patent Classification: ["702", "019000"]

Abstract:
Provided herein are systems and methods for generating an immune-oncology profile from a biological sample. The immune-oncology profile can include the proportion or percentage of immune cells, expression of immune escape genes, and/or mutational burden. The immune-oncology profile may allow the generation of classifiers for making prognostic or diagnostic predictions.

Claim (Index 19):
The method of  claim 1 , wherein the classifier is trained on data from no more than 50 samples and provides an accuracy of at least 85%.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 96.0
- Lexical Diversity: 1.34146
- Patent Class: 702.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16006555', '16006572', '15004611', '13555045', '15793845']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1747045414976639
- 35 USC 102 Novelty (BERT): 0.5290606668243085
- Combined Prediction Score: 0.2101401540303284
- Mean Citation Score: 224.898084
- Max Citation Score: 262.9309
- Similarity Product: 128.44886727911532

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

Dataset: test