{
  "reference_rows": 18,
  "current_rows": 12,
  "columns": [
    "product",
    "label",
    "channel",
    "pii_risk"
  ],
  "comparisons": [
    {
      "column": "product",
      "reference_distribution": {
        "becas": 0.222222,
        "horarios": 0.166667,
        "matricula": 0.222222,
        "pagos": 0.166667,
        "practicas": 0.111111,
        "titulos": 0.111111
      },
      "current_distribution": {
        "becas": 0.25,
        "horarios": 0.083333,
        "matricula": 0.25,
        "pagos": 0.25,
        "practicas": 0.166667,
        "titulos": 0.0
      },
      "total_variation": 0.194444,
      "jensen_shannon": 0.053396,
      "psi": 1.411541,
      "status": "review"
    },
    {
      "column": "label",
      "reference_distribution": {
        "answer": 0.611111,
        "ask_more": 0.222222,
        "escalate": 0.166667
      },
      "current_distribution": {
        "answer": 0.5,
        "ask_more": 0.333333,
        "escalate": 0.166667
      },
      "total_variation": 0.111111,
      "jensen_shannon": 0.008376,
      "psi": 0.067348,
      "status": "pass"
    },
    {
      "column": "channel",
      "reference_distribution": {
        "chat": 0.277778,
        "email": 0.277778,
        "portal": 0.444444
      },
      "current_distribution": {
        "chat": 0.166667,
        "email": 0.333333,
        "portal": 0.5
      },
      "total_variation": 0.111111,
      "jensen_shannon": 0.0091,
      "psi": 0.073431,
      "status": "pass"
    },
    {
      "column": "pii_risk",
      "reference_distribution": {
        "low": 0.777778,
        "medium": 0.222222
      },
      "current_distribution": {
        "low": 0.666667,
        "medium": 0.333333
      },
      "total_variation": 0.111111,
      "jensen_shannon": 0.007732,
      "psi": 0.062179,
      "status": "pass"
    }
  ],
  "gate": "review",
  "recommendation": "revisar distribuciones con drift alto antes de reutilizar la eval"
}
