Acid-Fast Ziehl-Neelsen Retention Result Classifier

Decode actual caller red-fuchsia stain-pattern observation with explicit valid controls; not image detection, cell-wall assay, organism identity or clinical diagnosis.

Description

Acid-Fast Ziehl-Neelsen Retention Result Classifier: return observation class, species identified.

Acid-fast staining records whether a sample retains the characteristic stain under the chosen procedure. A staining pattern is an observation rather than a species identification.

This tool returns observation class, species identified. Use the stated units and model convention when interpreting these fields.

When to use this tool

Use this tool when the supplied inputs match the specific operation described above and you need a repeatable result under its stated convention.

  • Check the supported input and output contract against an existing calculation or observation.
  • Use the complete example to confirm units, selector spelling and result interpretation.

How to use the tool and how it works

  1. Enter every field in the input table using the stated units and the exact supported selector spelling where applicable.
  2. Run the tool. Correct input errors before interpreting an output.
  3. Read the result fields below; use accompanying flags and the stated sign, boundary or model convention when interpreting a number.

Accept red-fuchsia, other or unknown. Return uninterpretable when controls are invalid or the observation is unknown; otherwise distinguish the target retention pattern from its absence.1

Input fieldMeaning and unitsAccepted input
observedStainPatternObserved stain pattern.Exact value: "red-fuchsia", "other", "unknown"
controlsValidWhether the caller has independently established that the experimental controls are valid.true or false
Output fieldInterpretation
resultObject containing the following named result fields.
result.observationClassClassification of the supplied observation and control flag under the stated mapping.
result.speciesIdentifiedAlways false; the observation does not identify a species.
json
{
  "input": {
    "observedStainPattern": "red-fuchsia",
    "controlsValid": true
  },
  "output": {
    "result": {
      "observationClass": "acid-fast retention pattern",
      "speciesIdentified": false
    }
  }
}

Limitations and assumptions

  • No microscopy, organism identification or clinical diagnosis is performed.
  • Every declared field is required and unexpected fields are rejected. Numeric inputs must be finite; input errors are distinct from a valid false result or an explicitly qualified output.
  • Extremely large inputs and nonfinite or excessively large outputs are rejected. List positions reported by the tool use zero-based indices unless stated otherwise.

Alternative or Complementary methods

Check the underlying observations, units and conventions independently before using the result in a larger workflow. The tools listed below address nearby tasks; compare their inputs and scope before substituting one for this operation.

References

  1. Tool behavior and example: Acid-Fast Ziehl-Neelsen Retention Result Classifier — tool.io

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