OsmolalityQualityChecker

Osmolality

LabEx laboratory QC CSV→JSON URS & FS utilities / cleanroom
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Osmolality Quality Checker — Control of Solution Osmolality

ℹ️  Utility checks compliance of osmolality with specified limits (USP <785> / Ph. Eur. 2.2.35):
   • Measured value must be within [Lower Limit – Upper Limit].
   • Typical ranges: 280–310 mOsm/kg (isotonic solutions).

⚠️  CRITICAL: Hypo- or hyper-osmolar solutions can be dangerous to the patient!
   Injections with incorrect osmolality cause hemolysis, pain, or phlebitis.

Usage:
 OsmolalityQualityChecker.exe                            → demo mode (console output)
 OsmolalityQualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,MeasuredOsmolality,LowerLimit,UpperLimit

Example:
 OSMO-INJ-2026-001,295.0,280.0,310.0

— WHY IS THIS NEEDED?
Osmolality is a critical quality attribute for parenteral, ophthalmic, and nasal products.
• Determines solution tonicity relative to blood plasma.
• Measured by freezing point depression (cryoscopy) or vapor pressure methods.
• USP <785> and Ph. Eur. 2.2.35 regulate measurement methods.
• Control is necessary to ensure patient safety and comfort during drug administration.

⚠️  CRITICAL:
• For injectables, osmolality should be close to physiological (~290 mOsm/kg).
• High osmolality (>1000 mOsm/kg) requires administration only into large veins.
• Osmometer calibration must be performed daily using standard solutions (NaCl).
• Sample must be free of air bubbles.

Key features:
• Rapid specification compliance check.
• Support for cryoscopic osmometer data.
• Generation of PASS/FAIL status for LIMS.

Critical parameters:
• Measured Osmolality: Within [LL - UL]

💡 Usage tips:
1. Thoroughly mix sample before measurement.
2. Use clean tubes to exclude contamination.
3. Check freezing point of pure solvent (water) before series.
4. Account for influence of volatile components (alcohols) on result.
5. For viscous samples, ensure complete thermostating.

⚠️ Note: Osmolality (mOsm/kg) depends on the number of dissolved solute particles and not their nature, unlike osmolarity (mOsm/L), which depends on volume and temperature.

input.csv

BatchNumber,MeasuredOsmolality,LowerLimit,UpperLimit
OSMO-INJ-2026-001,295.0,280.0,310.0
OSMO-EYE-2026-001,305.0,250.0,350.0
OSMO-FAIL-HYPO-001,260.0,280.0,310.0

URS & FS — Osmolality

This document describes the user requirements and functional specification for OsmolalityQualityChecker. The utility is intended for QC laboratory use as a rule-based check of data prepared from an instrument, LIMS, ELN, MES or an approved input.csv.

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept input.csv with approved columns: BatchNumber, MeasuredOsmolality, LowerLimit, UpperLimit.HighThe CSV file is processed without manual header editing.
URS-002The utility shall perform deterministic evaluation for “Osmolality” without machine learning.HighThe same input data produce the same JSON result.
URS-003The utility shall validate mandatory fields, numeric formats, flags, ranges and domain plausibility.HighSchema and conversion errors are explicitly reported.
URS-004The utility shall generate output.json with PASS / WARNING / FAIL statuses, source values, warnings and failures.HighThe JSON result is suitable for review, deviation investigation and integration.
URS-005The documentation shall support IQ/OQ/PQ or CSV/CSA verification.MediumURS/FS, CSV/JSON contract and test scenarios are supplied with the utility.

input.csv contract

#FieldSamplePurpose
1BatchNumberOSMO-INJ-2026-001Input parameter for deterministic QC evaluation.
2MeasuredOsmolality295.0Input parameter for deterministic QC evaluation.
3LowerLimit280.0Input parameter for deterministic QC evaluation.
4UpperLimit310.0Input parameter for deterministic QC evaluation.

FS — Functional Specification

IDFunctionImplementation
FS-001CSV importRead input.csv; validate header, column count and encoding.
FS-002Schema validationCheck required fields and permitted input values.
FS-003Rule engineApply domain rules, limits and system suitability/specification checks described in the source utility description.
FS-004Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-005JSON exportWrite machine-readable output.json for LIMS/ELN/MES and QA/QC review.

OQ/PQ scenarios

  • OQ-001: a valid sample row shall be processed without schema error.
  • OQ-002: a missing mandatory column shall produce a schema error.
  • OQ-003: a non-numeric value in a numeric field shall produce a conversion error.
  • OQ-004: a critical parameter outside the limit shall produce FAIL or a critical finding.
  • PQ-001: user real batches shall be checked with retention of input.csv, output.json, utility version and checksum.

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