Model Card Structure

mindmap
root((Model Card))
  Model details
    Name + version
    Owners
    Training data
    Architecture
  Intended use
    Primary use case
    Out-of-scope uses
  Factors
    Demographic / phenotypic groups
    Environmental
  Metrics
    Headline metric
    Slice metrics
    Decision thresholds
  Evaluation data
    Datasets
    Motivation
    Preprocessing
  Training data
    Provenance
    Filters
  Ethical considerations
    Risks
    Mitigations
  Caveats + recommendations
    Known failure modes
    Recommended usage