Research governance
How findings are reviewed before publication, and what we will not claim.
Before any research finding or advocacy position is published, it passes required review gates. Permission to display is never enough on its own, and we do not publish unsupported claims about lives, disease, or policy.
Public findings pass evidence, methodology, limitation, ethics, and public-claim review before they can be served to your browser. Being marked "displayable" is not sufficient (every required gate must be satisfied first.
We do not claim that Shared Blood saved lives, prevented misdiagnosis, reduced disease burden, prevented genetic disorders, reduced consanguinity, improved national awareness, changed government policy, diagnosed patients, or mapped genetic risk across Pakistan.
We never describe people as genetically inferior, promote genetic purity or eugenics, blame families or culture for disease, or build genetic scores or stigma maps. We do not tell anyone whether or whom to marry, or whether to have children.
Access follows least privilege: each role can only see and act on data up to a defined sensitivity. Only approved public records reach the public website; private data is never sent to the browser and hidden.
If a governance issue occurs, we restrict access, assess scope, stop affected publication if needed, document it, correct it, and review what failed. Governance is versioned; material changes to purpose, data use, consent, or publication are recorded and may require re-consent.
