metadata
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