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Scoring Framework

How microbiome scores become interpretable

Scores translate complex sequencing data into readable domains — diversity, composition, balance, resilience, and function — each bounded by reference-cohort context and a confidence overlay.

A raw taxonomic table is hard to read; a score makes it legible without pretending to be a diagnosis. VAMS ATLAS™ scores summarize validated sequencing signals across defined domains and place each result in percentile context against relevant reference cohorts. Every score carries a confidence overlay showing how strongly it can be read. Scores describe sequencing-derived microbial context and associations — they do not diagnose, treat, or predict disease.

DiversityCompositionBalanceResilienceFunctional potential

Why scores matter

Scores turn thousands of data points into structured, comparable context — with their limits shown, not hidden.

Without structure, sequencing output is a wall of abundances that resists interpretation. Scores organize that output into domains you can actually reason about and compare against reference populations, so a result has meaning relative to a cohort rather than in isolation. Crucially, each score is paired with a confidence indicator and a clear scope: it reflects a pattern in your sample, framed as association, and is never a substitute for clinical assessment.

Derived from sequencing data. For educational and informational use only; not intended for diagnosis or treatment.

Diversity Domain

Diversity Domain explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Diversity Domain explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Composition Domain

Composition Domain explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Composition Domain explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Balance Domain

Balance Domain explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Balance Domain explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Resilience Domain

Resilience Domain explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Resilience Domain explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Functional Domain

Functional Domain explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Functional Domain explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Score Methodology

Score Methodology explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Score Methodology explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Percentile Context

Percentile Context explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Percentile Context explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Confidence Overlay

Confidence Overlay explains the scientific role this topic plays within VAMS BIOME’s microbiome intelligence architecture.

Confidence Overlay explains how ATLAS™ scores summarize complex microbial features into interpretable domains such as diversity, composition, balance, resilience, and functional potential.

Reading an Example Score Card

What a score card shows you — and what it doesn't.

An example score card pairs a domain (say, Diversity) with a confidence band and a short plain-language note about what the pattern means in context. Any figure shown here is illustrative only — it is not your result. Score labels describe patterns relative to reference groups; they are educational context, not a medical conclusion, and a caveat is shown wherever space allows.

Diversity
Composition
Balance
Resilience
Functional potential

Derived from sequencing data. For educational and informational use only; not intended for diagnosis or treatment.

Related Panels

See how ATLAS™ scores are built and bounded

Trace a score from raw sequencing signal, through reference-cohort percentiles, to the confidence overlay that keeps its reading honest.

  • Diversity
  • Composition
  • Balance
  • Resilience
  • Functional potential

Derived from sequencing data. For educational and informational use only; not intended for diagnosis or treatment.