airmosaic-ai

GBD Processing Validation

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Data meaning, uncertainty, age mappings and normalization rules live in the GBD method. Keep processing code in the calling project; this reference is an operational checklist.

1. Confirm that fresh results match the reviewed query and round before exporting. Follow the first-download guide.
2. Preserve the original export and its schema. Write derived tables and validation reports separately under the task output directory in AIRMOSAIC_ASSETS_DIR; cache publication is a separate authorized operation.
3. Define an explicit mapping from source dimensions to project columns. Join by the full applicable key, including round, context, year, location, measure, metric, cause/risk, age and sex; do not assume project aliases such as endpoint or agegroup are source fields.
4. Compare mapped values to source rows within a declared numeric tolerance. Report requested combinations missing from the source, unexpected derived combinations, duplicates, non-finite values and invalid uncertainty ordering.
5. Keep raw exports, derived health tables, account information and temporary download links outside Git. Share only a reviewed summary.

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