DNA and other factors available in blood would seem to fall under "individually identifiable health information" by any definition: a blood sample confers the most unambiguous identification of a biological organism.
Do blood samples nonetheless fall under "permitted disclosures"? Why? It goes completely against the stated purpose of laws like HIPAA re: PII to transmit DNA or other identification data.
But I was really commenting that private data is certainly somethign the government can obtain and use against you in court.
It was only after the state lab gave them the baby's DNA sample that they were able to establish probable cause and get a warrant for the father.
https://www.cdph.ca.gov/Programs/CFH/DGDS/CDPH%20Document%20...
Per the article, state polices on sample retention and access are wildly inconsistent. I really don't think a form that outlines a complex topic handed to people right after they've had a baby delivered is adequate notice that cops might treat it as evidence years or even decades later.
Informed consent is the bar, if personal liberty ranks anywhere on your list of human rights.