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Published September 11, 2026 | Version 1.0.0

Reproducibility package: stratified reliability audits for genomic surveillance count forecasts

  • 1. Guangzhou National Laboratory
  • 2. Macau University of Science and Technology

Description

Open reproducibility archive for analyses of probabilistic clade–country count forecasts under changing genomic sequencing effort (influenza H3N2 and open SARS-CoV-2 panels).

This package contains analysis code, protocol locks, processed frequency/forecast tables, the unified later-block evaluation ledger (v67_unified_ledger_target_disjoint.json, Monte Carlo seed 20260829), target-month-disjoint point-score tables, within-country denominator sensitivity outputs, SHA-256 manifests, and a detailed reproduction guide.

Primary sequence panels are public (NCBI / Nextstrain open builds; no GISAID in primary panels). Raw FASTA dumps and large exploratory embedding arrays are not mirrored; they are unnecessary for verifying the primary CRPS and coverage tables. See README.md, DATA_AVAILABILITY.md, and REPRODUCE.md inside the zip.

Licenses: MIT (code); CC BY 4.0 (documentation and author-generated derived tables). Upstream sequence databases remain under their original terms.

Notes

Documentation and derived numeric tables are intended for use under CC BY 4.0 in addition to the MIT license covering code. See LICENSE inside the archive.

Files

genomic-surveillance-count-forecast-audit_v1.0.0.zip

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