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Linked challenge: Newborn Genetic Cancer Risk Triage Engine with Scanpy and Biopython
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Linked challenge
Newborn Genetic Cancer Risk Triage Engine with Scanpy and Biopython
Prompt source
Original prompt text with formatting preserved for inspection.
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Write a Python script using `Bio` and `scanpy` to parse newborn VCF files and rank pathogenic risk variants.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Hold the task contract and output shape stable so generated implementations remain comparable.
Tune next
Update libraries, interfaces, and environment assumptions to match the stack you actually run.
Verify after
Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.