PATENT CLAIM ANALYSIS

Application Number: 15997654
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["702", "019000"]

Abstract:
Embodiments of a method and/or system for characterizing one or more sleep-related conditions can include determining a microorganism dataset associated with a set of subjects; and/or performing a characterization process associated with the one or more sleep-related conditions, based on the microorganism dataset, where performing the characterization process can additionally or alternatively include performing a sleep-related characterization process for the one or more sleep-related conditions, and/or determining one or more therapies S 140.

Claim (Index 8):
The method of  claim 1 , wherein the generating the sleep-related characterization model comprises generating the sleep-related characterization model based on the supplementary data and the set of microbiome composition features, and wherein the set of microbiome composition features comprises features associated at least one of:  Acetitomaculum  (genus), Acidaminococcaceae (family),  Acidaminococcus  (genus),  Acidaminococcus  sp. D21 (species), Actinobacteria (class), Actinobacteria (phylum),  Actinomyces  (genus),  Actinomyces  sp. ICM47 (species),  Actinomyces  sp. ICM54 (species),  Actinomyces  sp. S9 PR-21 (species),  Akkermansia muciniphila  (species), Alcaligenaceae (family),  Alistipes indistinctus  (species),  Alistipes  sp. 627 (species),  Anaerococcus  (genus),  Anaerococcus hydrogenalis  (species),  Anaerococcus octavius  (species),  Anaerococcus  sp. 8404299 (species),  Anaerococcus  sp. 8405254 (species),  Anaerococcus tetradius  (species),  Anaerofustis  (genus),  Anaerofustis stercorihominis  (species),  Anaeroplasma  (genus),  Anaerosporobacter  (genus),  Anaerostipes  sp. 1y-2 (species),  Anaerostipes  sp. 3_2_56FAA (species),  Anaerotruncus colihominis  (species),  Anaerotruncus  sp. NML 070203 (species),  Atopobium  (genus),  Atopobium vaginae  (species),  Bacteroides clarus  (species),  Bacteroides coprocola  (species),  Bacteroides nordii  (species),  Bacteroides plebeius  (species),  Bacteroides  sp. 2_2_4 (species),  Bacteroides  sp. CB57 (species),  Bacteroides  sp. DJF_B097 (species),  Bacteroides  sp. EBA5-17 (species),  Bacteroides  sp. SLC1-38 (species),  Bacteroides  sp. XB12B (species),  Bacteroides stercorirosoris  (species), Bifidobacteriaceae (family), Bifidobacteriales (order),  Bifidobacterium  (genus),  Bifidobacterium biavatii  (species),  Bifidobacterium bifidum  (species),  Bifidobacterium choerinum  (species),  Bifidobacterium longum  (species),  Bifidobacterium merycicum  (species),  Bifidobacterium  sp. MSX5B (species),  Bifidobacterium stercoris  (species),  Blautia glucerasea  (species),  Blautia hydrogenotrophica  (species),  Blautia  sp. Ser8 (species),  Blautia  sp. YHC-4 (species),  Brevibacterium massiliense  (species),  Butyricicoccus  (genus),  Butyricicoccus pullicaecorum  (species),  Butyricimonas synergistica  (species),  Butyrivibrio  (genus),  Butyrivibrio crossotus  (species),  Campylobacter  (genus),  Campylobacter hominis  (species),  Campylobacter ureolyticus  (species), Campylobacteraceae (family), Campylobacterales (order),  Candidatus Soleaferrea  (genus),  Candidatus Stoquefichus  (genus),  Catabacter hongkongensis  (species),  Catenibacterium mitsuokai  (species),  Cellulosilyticum  (genus),  Collinsella aerofaciens  (species),  Collinsella intestinalis  (species),  Coprobacillus  (genus),  Coprobacillus  sp. D6 (species),  Coprobacter  (genus),  Coprobacter fastidiosus  (species),  Corynebacterium  sp. (species),  Corynebacterium ulcerans  (species), Cyanobacteria (phylum),  Dermabacter  (genus),  Dermabacter hominis  (species), Dermabacteraceae (family),  Desulfovibrio desulfuricans  (species),  Desulfovibrio piger  (species),  Desulfovibrio  sp. (species),  Dialister  (genus),  Dialister invisus  (species),  Dialister propionicifaciens  (species),  Dielma  (genus),  Dielma fastidiosa  (species),  Eggerthella  (genus),  Eggerthella  sp. HGA1 (species),  Eisenbergiella tayi  (species),  Enterobacter  (genus),  Enterobacter  sp. BS2-1 (species),  Enterococcus  sp. C6I11 (species), Epsilonproteobacteria (class),  Erysipelatoclostridium ramosum  (species), Eubacteriaceae (family),  Eubacterium  (genus),  Eubacterium callanderi  (species),  Eubacterium  sp. SAin (species),  Facklamia  sp. 1440-97 (species),  Fibrobacter  (genus),  Flavobacterium  (genus),  Flavonifractor plautii  (species), Fusobacteria (phylum), Fusobacteriaceae (family), Fusobacteriales (order), Fusobacteriia (class),  Fusobacterium  (genus),  Fusobacterium equinum  (species),  Fusobacterium ulcerans  (species),  Gardnerella  (genus),  Gardnerella vaginalis  (species),  Gelria  (genus),  Gordonibacter  (genus),  Gordonibacter pamelaeae  (species),  Granulicatella  (genus),  Granulicatella adiacens  (species),  Haemophilus  (genus),  Haemophilus parainfluenzae  (species),  Herbaspirillum  (genus),  Herbaspirillum seropedicae  (species),  Holdemania  (genus),  Holdemania filiformis  (species),  Howardella  (genus),  Hydrogenoanaerobacterium  (genus),  Intestinibacter  (genus),  Klebsiella  (genus),  Kluyvera georgiana  (species),  Lachnospira  (genus),  Lactobacillus crispatus  (species),  Lactobacillus rhamnosus  (species),  Lactobacillus  sp. 66c (species),  Lactobacillus  sp.  Akhmrol  (species),  Lactobacillus  sp. BL302 (species),  Lactobacillus  sp. TAB-30 (species),  Lactonifactor  (genus),  Lactonifactor longoviformis  (species), Leptotrichiaceae (family),  Leuconostoc  (genus), Leuconostocaceae (family),  Megamonas  (genus),  Megamonas funiformis  (species),  Megasphaera  (genus),  Megasphaera genomosp . C1 (species),  Megasphaera  sp. S6-MB2 (species),  Megasphaera  sp. UPII 199-6 (species),  Mobiluncus  (genus),  Mobiluncus mulieris  (species),  Moryella  (genus),  Negativicoccus  (genus),  Negativicoccus succinicivorans  (species), Negativicutes (class),  Oligella  (genus),  Oligella urethralis  (species),  Olsenella  sp. 1183 (species), Oscillospiraceae (family),  Pantoea  (genus),  Papillibacter  (genus),  Parabacteroides goldsteinii  (species),  Parabacteroides  sp. 157 (species),  Paraprevotella clara  (species),  Parvimonas micra  (species), Pasteurellaceae (family), Pasteurellales (order),  Peptoniphilus  (genus),  Peptoniphilus coxii  (species),  Peptoniphilus  sp. 2002-2300004 (species),  Peptoniphilus  sp. 7-2 (species),  Peptoniphilus  sp. gpac018A (species),  Phascolarctobacterium  (genus),  Phascolarctobacterium succinatutens  (species), Phyllobacteriaceae (family),  Phyllobacterium  (genus),  Porphyromonas  uenonis (species),  Prevotella bivia  (species),  Prevotella disiens  (species), Propionibacteriaceae (family),  Propionibacterium  (genus), Proteobacteria (phylum),  Pseudobutyrivibrio  (genus),  Pseudoclavibacter  sp.  Timone  (species), Rhizobiales (order),  Roseburia  (genus), Ruminococcaceae (family),  Sarcina ventriculi  (species), Selenomonadales order  Shuttleworthia  (genus), Sphingomonadaceae (family), Sphingomonadales (order),  Stenotrophomonas  (genus),  Stenotrophomonas  sp. C-S-TSA3 (species),  Streptococcus agalactiae  (species),  Streptococcus gordonii  (species),  Streptococcus pasteurianus  (species),  Streptococcus peroris  (species),  Streptococcus  sp. BS35a (species),  Streptococcus  sp. oral taxon G59 (species),  Sutterella  (genus),  Sutterella  sp. YIT 12072 (species),  Sutterella stercoricanis  (species),  Sutterella wadsworthensis  (species),  Terrisporobacter glycolicus  (species), Thermoanaerobacteraceae (family), Thermoanaerobacterales (order),  Turicibacter  (genus),  Turicibacter sanguinis  (species),  Varibaculum  (genus),  Varibaculum cambriense  (species),  Veillonella  sp. AS16 (species), Veillonellaceae (family),  Weissella hellenica  (species), Xanthomonadaceae (family), Xanthomonadales (order),  Alistipes massiliensis  (species),  Butyricimonas virosa  (species),  Alistipes putredinis  (species),  Actinobacillus porcinus  (species),  Actinobacillus  (genus),  Butyricimonas  (genus),  Howardella ureilytica  (species), Firmicutes (phylum),  Clostridium  (genus), Lentisphaeria (class), Anaeroplasmataceae (family), Pseudomonadaceae (family), Victivallaceae (family),  Blautia  (genus),  Asteroleplasma  (genus),  Delftia  (genus),  Victivallis  (genus),  Peptostreptococcus  (genus),  Pseudomonas  (genus),  Alloprevotella  (genus),  Catenibacterium  (genus), Anaeroplasmatales (order), Pseudomonadales (order), Lentisphaerae (phylum),  Veillonella  sp. CM60 (species),  Porphyromonas  sp. 2026 (species),  Delftia  sp. BN-SKY3 (species),  Peptostreptococcus anaerobius  (species),  Citrobacter  sp. BW4 (species),  Alistipes  sp. RMA 9912 (species),  Bacteroides vulgatus  (species),  Lactobacillus  sp. BL302 (species),  Lactobacillus  sp. TAB-26 (species),  Bifidobacterium kashiwanohense  (species), and  Butyricimonas  sp. JCM 18677 (species).

Metadata:
- Claim Count in Document: 74.0
- Percentile: 94.0
- Lexical Diversity: 2.10811
- Patent Class: 702.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15845190', '15844360', '15844139', '15068438', '15497072']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2169262672691917
- 35 USC 102 Novelty (BERT): 0.6171618360888345
- Combined Prediction Score: 0.256949824151156
- Mean Citation Score: 475.51612
- Max Citation Score: 616.0888
- Similarity Product: 480.92028297672266

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

Dataset: test