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PK Research Censored Concentration Interval Tool

Interpret an explicitly supplied concentration censor token without imputing a value.

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Description

Interpret an explicitly supplied concentration censor token without imputing a value.

Pharmacokinetic research describes concentration over time using measurement units and an explicit model. Concentration-time area, its time-weighted moment, inverse-time rate constants, clearance, and volume are related but distinct quantities. A conversion or local model term does not estimate every parameter or validate a complete study.

Interpret an explicitly supplied concentration censor token without imputing a value.

When to use this tool

Use PK Research Censored Concentration Interval when you need this concentration-time conversion, sampling check, local integral panel, or explicitly supplied kinetic-model term.

How to use the tool and how it works

  1. Enter reported, limit, comparator. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read lowerPresent, upperPresent, bound, inclusive. Inspect lowerPresent, upperPresent, inclusive before interpreting the associated values.

Accept comparator <, <=, >, >=, or = with nonnegative reported and limit. Return lowerPresent for >, >=, or = and upperPresent for <, <=, or =; bound uses reported for equality and limit otherwise, with inclusive=true exactly for equality-inclusive comparators.1

Input fieldMeaning and unitsAccepted input
reportedUsed as the bound only when comparator is =.Required. Finite number; minimum 0.
limitUsed as the bound for every non-equality comparator.Required. Finite number; minimum 0.
comparatorComparatorRequired. Text; one of "<", "<=", ">", ">=", "="; maximum UTF-16 length 8192.
Output fieldInterpretationReturned shape
lowerPresentLower PresentRequired. Boolean.
upperPresentUpper PresentRequired. Boolean.
boundBoundRequired. Finite number.
inclusiveInclusiveRequired. Boolean.
json
{
  "input": {
    "reported": 0,
    "limit": 2,
    "comparator": "<"
  },
  "output": {
    "lowerPresent": false,
    "upperPresent": true,
    "bound": 2,
    "inclusive": false
  }
}

Limitations and assumptions

  • For censored observations reported is ignored and limit is the bound. A single bound and side flags are returned rather than an imputed concentration, likelihood contribution, or complete finite interval.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Signed zero is exported as zero.

Alternative or Complementary methods

Use a complete study analysis when a local panel, transformation, or model factor is insufficient. Check sampling times, censoring, assay support, unit conventions, and the validity of the assumed kinetic regime.

References

  1. Calculation and input contract: pharmacokinetics/pk-research-censored-concentration-interval — tool.io

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