In case you weren't aware that the purpose of the electronic health record (EHR) is to leverage patient data for research, check out what the NAM has to say about the learning health model in “Digital Infrastructure for the Learning Health System."🧵

nap.edu/catalog/12912/…
"The ability to draw broadly from anywhere across the globe to provide relevant insights for health and healthcare improvement is a long-term goal for the learning health system."
"Meanwhile, the ability to learn from the experiences of other countries and to apply health information technology (HIT) for biosurveillance can actively facilitate progress toward this and other goals."

Note: It's unclear what these "other goals" are.
"Discussions noted the need to focus strategic thinking around the functionalities desired by such a system, including the ability to produce a complete longitudinal patient record at the point of care and the ability to use records for research purposes."
The above excerpts are from Section 8 of the IOM/NAM's workshop summary titled “Fostering the Global Dimension of the Health Data Trust,” and Section 9 titled "Growing the Digital Health Infrastructure."
Some research is taking place without the knowledge or consent of patients and we know historically, pain patients do not have "shared decision-making rights" when it comes to rapid forced tapers AND outcomes tracking is non-existent. Effectively, rationed out of the system...
... Utilizing algorithms like those seen in CDS Connect and NarxCare. The "learning health system" almost appears to be part of implementing an interoperable global surveillance apparatus. And comparative effectiveness research (CER) is not always used for good.
In fact, it appears CER is used for rationing in some cases by refusing to study politically inconvenient modalities for treating pain, such as opioid analgesics. We also know patients on long-term opioid therapy (LTOT) are finding it difficult to retain even basic primary care.
This creates a perverse system based on social credit that rations out the most inconvenient healthcare utilizers. CER and the politicization of medical treatments affect the accessibility of treatment modalities ...
... and allow the inauguration of lower to no evidence modalities as "best practices" without ever researching modalities patients say work better for them (e.g., medication). It's past time we addressed research at the bedside w/out consent, #privacy, and the regulation of #AI.
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More from @process_x

15 Nov
On this day 8 years ago, my father died. By the end of his life, he was crippled and homeless, all because those who were supposed to help him wouldn't. When he asked his doctor to treat his pain, he told him "man up, I'm not prescribing you anything." 5 years later he was dead.
He started using a legal drug to control his pain, alcohol. His health quickly declined even further. When his time came, he had to drink just to stave off death. He took Benadryl for an allergy attack and it interacted with the alcohol in his system.
He fell asleep at the wheel of his car, while he was driving, and flipped it off a steep road. He died on impact. I still wonder why his doctor felt it was more just for him to kill himself rather than treat his pain so he could continue being a productive member of society.
Read 6 tweets
15 Nov
What happened to the world? I had to leave the house today because I have a Western Union money order made out to me that my bank won't take via ATM anymore. Leaving my house is incredibly difficult after covid made my dysautonomia intractable & my pain levels aren't much better.
First, I went to @HEB because the website and a customer service rep told us on the phone that they could cash it. I get there in my wheelchair, after quite a bit of effort and discomfort I might add, only to be told they can only cash a Western Union money order FROM HEB. 🙄
I've never heard of such a thing but still, I call Walmart, they say they can cash it. I think to myself, maybe @Walmart will have more sane policies. I get there, get back in the wheelchair, nearly have an attack doing it, & get inside only to be told the same thing HEB told me.
Read 8 tweets
23 Sep
Just got a chance to look more at this which is also from Appriss:

Data Driven Justice Incarceration Report - Identifying Super Utilizers with Incarceration and Prescription Monitoring Data

@maiasz

appriss.com/safety/wp-cont…
If they take this down and anyone wants a copy, let me know. It's already in my repository.
Target them for what, exactly?
Read 11 tweets
22 Sep
Welcome to the algocracy. The social credit system in the West is anything but "soft" and our healthcare system has a big role to play.

#Algocrats

thehill.com/opinion/financ…
"A parallel system is developing in the United States, in part as the result of Silicon Valley and technology-industry user policies, and in part by surveillance of social media activity by private companies."

fastcompany.com/90394048/uh-oh…
"...the challenge posed by China goes beyond the question of who will maintain dominance in the data industry; it asks whether the United States will also choose to test the maximum power of data technology to control and rationalize society."

jpia.princeton.edu/news/social-cr…
Read 4 tweets
23 Jul
Ever wonder how eugenics gained hegemony in 20th century Germany? THIS is how. Over 100 million people in the US have 1 or more chronic illnesses. Amazing people think they have a right to shame others for deciding against a medical treatment. Also, Darwin was a eugenicist.
"Eugenicists felt that they were able to justify prejudiced and immoral actions under Darwin’s theories (Wiker, 2000). The segregation, sterilization, and murder of various groups was justified by some as being done for the greater good of evolution..."

eugenicsarchive.ca/discover/tree/…
"...- those groups were considered to be ‘less fit’, and by preventing their reproduction, advocates argued that the human race would improve and evolve into a better species..."
Read 9 tweets
19 Jun
"Many embedded research studies are granted a waiver of consent from patients, with the requirement that personal health information be protected from disclosure."

This means embedded pragmatic clinical trials (ePCTs) via NIH don't need patient consent.

rethinkingclinicaltrials.org/chapters/disse…
There are NIH ePCTs taking place in regard to pain and (conflating) addiction. There is also medication sparing programs for post-operative patients and for chronic pain through the HEAL initiative.

heal.nih.gov
The Pragmatic and Implementation Studies for the Management of Pain to Reduce Opioid Prescribing (PRISM) is the main ePCT taking place via the HEAL initiative. Meaning, patients are studied within the delivery model (EHR) and consent requirements likely waived via data protection
Read 14 tweets

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