PATENT CLAIM ANALYSIS

Application Number: 16129185
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["008", "116100"]

Abstract:
A formulation for finishing a cellulosic substrate, or a blend thereof, in a finish bath, the formulation comprising from about 3.0% to about 60.0% by weight of non-formaldehyde dimethylurea/glyoxal (DMUG), or an analog thereof, and from about 0.1% to about 4.0% by weight of one or more additives selected from dicyandiamide, choline chloride, ethyleneurea, propyleneurea, urea, dimethylurea, and combinations thereof, wherein the percent by weight is given in terms of percent weight of the finish bath, and wherein the formulation is substantially free of dimethyloldihydroxyethyleneurea (DMDHEU), and methods of use thereof.

Claim (Index 33):
The method of  claim 18 , comprising from about 10.0%-30.0% DMUG, about 0.1%-4.0% of one or more additives selected from dicyandiamide, choline chloride, ethyleneurea, propyleneurea, urea, dimethylurea, and combinations thereof, about 1.0%-5.0% polyethylene softener, about 1.0-5.0% amino-functional silicone, and about 1.0%-4.0% activated magnesium chloride.

Metadata:
- Claim Count in Document: 110.0
- Percentile: 97.0
- Lexical Diversity: 1.9322
- Patent Class: 8.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['10817615', '10405559', '11299417', '10267214', '10676083']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.7823989015567593
- 35 USC 102 Novelty (BERT): 0.4877125799201027
- Combined Prediction Score: 0.7529302693930937
- Mean Citation Score: 172.12141599999995
- Max Citation Score: 192.22475
- Similarity Product: 127.46583657991886

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

Dataset: test