PATENT CLAIM ANALYSIS

Application Number: 16132195
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["703", "011000"]

Abstract:
Embodiments of a method and/or system, such as for characterizing at least one microorganism-related condition, can include: determining a set of associations (e.g., positive associations such as positive correlations, negative associations such as negative correlations, non-associations such as no correlation or minimal correlation, etc.) between a set of microorganism taxa and at least one microorganism-related condition; determining a set of reference features (e.g., reference abundance ranges, etc.) for the set of microorganism taxa; and determining one or more significance index metrics based on the set of associations and the set of reference features.

Claim (Index 22):
The method of  claim 21 ,\n wherein the diet-related condition comprises at least one of caffeine consumption, alcohol consumption, artificial sweetener consumption, and sugar consumption; wherein determining the microorganism-related condition classification comprises determining at least one of a caffeine consumption classification, an alcohol consumption classification, an artificial sweetener consumption classification, and a sugar consumption classification, for the user based on the machine learning model and the user microbiome composition features associated with the set of microorganism taxa, wherein the set of microorganism taxa comprises at least one of:  Alistipes; Anaerotruncus; Bacteroides; Bifidobacterium; Bilophila; Blautia; Butyricimonas; Clostridium; Collinsella; Erysipelatoclostridium; Faecalibacterium; Flavobacterium; Flavonifractor; Granulicatella; Hespellia; Intestinimonas; Kluyvera; Lachnospira; Marvinbryantia; Odoribacter; Oscillibacter; Parabacteroides; Phascolarctobacterium; Pseudobutyrivibrio; Roseburia; Streptococcus; Subdoligranulum; Sutterella; and Terrisporobacter.

Metadata:
- Claim Count in Document: 52.0
- Percentile: 97.0
- Lexical Diversity: 2.17647
- Patent Class: 703.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15819190', '15497072', '15452529', '15097862', '15098027']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.305312521052767
- 35 USC 102 Novelty (BERT): 0.5034082226003916
- Combined Prediction Score: 0.3251220912075295
- Mean Citation Score: 243.171704
- Max Citation Score: 251.50133
- Similarity Product: 179.0042504437244

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