Joint Artificial Intelligence Center (JAIC) at US Department of Defense (DoD) assembled leading tech companies, including Amazon, Microsoft, IBM, Dell, & Esri, under Project Salus. (Salus is the Roman goddess of health & well-being.)
Digital health innovation company Humetrix was brought in to analyze data about older individuals & others who are most at risk for severe COVID-19 & to build a dashboard to present results in an easy-to-interpret visual format. But getting that data was going to be a challenge.
Health mission chief for JAIC, US Navy captain Dr Hassan Tetteh, a thoracic surgeon & informatics specialist caring for COVID-19 patients realized diagnosis & other medical codes included on Medicare claims could help track where people were contracting the disease.
By early April 2020, Project Salus received 10s of millions of deidentified Medicare claim records from Centers for Medicare & Medicaid Services (CMS) in a secure government enclave.
(They claim all personal ID info has been removed.)
This database of Medicare claims, was designed to capture COVID-19 diagnoses in a large, Medicare-covered population that was geographically distributed across the United States.
Humetrix team processed & analyzed data using its analytics platform, which employs various algorithms & relies on a classic statistical analysis method called logistic regression to identify risk factors for different disease outcomes, including COVID-19.
With help from Esri, Humetrix used the DoD’s ArcGIS Enterprise system to map the results of its analyses and display them on a dashboard created with ArcGIS Dashboards.
Medicare claims tracked!
👉April 2020 to July 2021, # of Medicare beneficiaries in Project Salus database grew 5 to 20 million. By August, Medicare patients Humetrix observing included more than 2.7 mil COVID cases & accounted for about 50% of all COVID hospitalizations & deaths
Once COVID vaccines became available, Medicare claims began including codes that showed when patients received their shots. Humetrix was able to overlay this vaccination data on the COVID-19 risk map it had already built to see where vaccination campaigns needed to be ramped up.
👉According to Humetrix, the deidentified Medicare claims are showing...Of those breakthrough cases, 20% were hospitalized compared to 32% of the COVID-19 cases in the cohort before vaccinations began.
Tracking medical histories!
Because Humetrix has access to Medicare beneficiaries’ deidentified prior medical histories, analytics can pinpoint when individuals experience adverse events after vaccination & use diagnosis codes to see if ailments are new or were present before.
The company is providing its data to the Centers for Disease Control & Prevention (CDC) & the US Food and Drug Administration (FDA) for further study.
From January to June 2021, Humetrix recorded a 90 percent reduction in daily COVID-19 cases in its Medicare cohort, thanks to the massive vaccination campaign that got under way and that the military helped execute.
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Jan 1, 2015, through June 1, 2020, University of North Carolina at Chapel Hill reported 28 lab incidents involving genetically engineered organisms to safety officials at NIH according to docs UNC released to ProPublica under a public records request.
6 incidents involved various types of lab-created coronaviruses. Many were engineered to allow study of virus in mice. UNC declined to answer questions about incidents & to disclose details to the public, including names of viruses, nature of modifications & risks posed to public
I've had lots of interactions with physicians, nurses, & techs in different hospitals & medical practices past few years, both for myself & w/ family. Most of these people don't care about any of us. They forget all about you when you walk out the door.
They don't call back with test results, if you are lucky enough to get them to even order tests. They don't refer you to specialists, even though the doctor says you need to see one. They just don't seem to care. This has been my experience for most life.
Why are these kinds of people working in health care? Look how most refuse to even treat people with Covid. It doesn't surprise me after everything else I've seen. Why do some many patients accept all this as "normal"?
“All of you, yes, I know you’re vaccinated, you’re the smart ones, but you know there’s people out there who aren’t listening to God & what God wants. You know who they are.”
NY Governor said that “God wants” people to be vaccinated—& that those who disagree are not listening to “organized religion” or “everybody from the Pope on down.”
2017:
FDA "under pressure from Trump admin to approve drugs faster, but researchers at Yale School of Medicine found nearly 1/3 of those approved from 2001 through 2010 had major safety issues yrs after medications were made widely available to patients."
"Seventy-one of the 222 drugs approved in the 1st decade of the millennium were withdrawn, required a "black box" warning on side effects or warranted a safety announcement about new risks".
This was reported in JAMA in 2017, & the study included safety actions through Feb. 28.
"took a median of 4.2 years after drugs were approved for these safety concerns to come to light, study found, & issues were more common among psychiatric drugs, biologic drugs, drugs that were granted "accelerated approval" & drugs that were approved near regulatory deadline".