---
language:
  - en
license: mit
pretty_name: Genetics Population Transfer Integrity v0.1
dataset_name: genetics-population-transfer-integrity-v0.1
tags:
  - clarusc64
  - genetics
  - ancestry
  - transferability
  - patient-safety
  - risk-models
task_categories:
  - text-classification
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
---

What this dataset tests  

Whether genetic findings survive  
transfer from the discovery population  
to a different target population.

Required outputs  

- discovery population  
- target population  
- transfer assumptions  
- transfer failures  
- clinical risk if applied  

Typical failures  

- European PRS used globally  
- penetrance assumed invariant  
- tag SNPs treated as causal across ancestries  

Suggested prompt wrapper  

System  

You enforce population transfer integrity in genetics.
You prevent unsafe extrapolation.

User  

Discovery population  
{discovery_population}

Claim  
{claim}

Target population  
{target_population}

Return  

- transfer assumptions  
- transfer failures  
- missing evidence  
- clinical risk  

Citation  

ClarusC64 dataset family