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But it can be ameliorated and assuaged by thoughtful management, sensitive oversight of cases and a sensitive understanding of the pressures colleagues sometimes work under".
"This is a process that requires the most sensitive oversight and the most sophisticated clinical and legal and administrative expertise to do properly," said Dr. Mark Chassin, a former state health commissioner who is a professor of health policy at Mount Sinai School of Medicine.
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Largely unregulated by government, they invite sensitive questions about oversight and ethics, including how kidneys are allocated.
In the years since the 9/11 attacks, we've witnessed a disturbing trend in the oversight of sensitive science.
That panel's findings, published in December 2013, recommended that the mass collection of telephone records be suspended and advised greater oversight of sensitive programs, such as those targeting friendly foreign leaders.
Yet the contracts kept rolling in, and Mr. Hayden went on to head the C.I.A. Third, we've allowed contractors to conduct our most secret and sensitive operations with virtually no oversight.
Labour also wants to give the regulator access to energy companies' books - commercially sensitive data - to allow oversight of consumer bills.
DbGaP has two orders of access (open, and controlled) which permit broad release of non-sensitive data in the first case, but also providing oversight and investigator accountability for sensitive data sets involving personal health information in the second.
This includes: purpose limitation; rigorous evidence based arguments; the principles of necessity and proportionality; stringent data protection safeguards, especially when handling sensitive personal data; independent data protection oversight; and, of course, full compliance with EU law and the EU treaties".
Internal oversight failed, with highly sensitive databases treated like Facebook to check on birthdays, and very worryingly on family members for 'personal reasons'," it adds.
Accountability begins with human oversight when AI is making sensitive decisions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com