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evo-clinical-unit-harmonization

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Domain-specific clinical lab unit detection and conversion module with conversion factor registry, physiological range boundaries, and boundary-based auto-detection logic to convert SI units to US conventional units.

tasks-evolved/lab-unit-harmonization/environment/skills/evo-clinical-unit-harmonization/SKILL.md

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Sep 10, 2026
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# evo-clinical-unit-harmonization

Converts clinical lab values from SI to US conventional units using boundary-based auto-detection.

## Key Functions

- `build_conversion_registry()` - Returns dict mapping column names to analyte configs
- `detect_and_convert_value(val, config)` - Detect and convert a single value
- `harmonize_column(series, config)` - Harmonize an entire column
- `harmonize_all_features(df, skip_cols)` - Harmonize all features in DataFrame

## Usage

```python
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