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Modeling Gone Bad

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From the Brownstone Institute

BY Robert MaloneROBERT MALONE

A new paper documents that the pre-vaccination case fatality rate was extremely low in the non-elderly population.

Age-stratified infection fatality rate of COVID-19 in the non-elderly population

Environmental Research, Volume 216, Part 3, 1 January 2023, 114655

Abstract

The largest burden of COVID-19 is carried by the elderly, and persons living in nursing homes are particularly vulnerable. However, 94% of the global population is younger than 70 years and 86% is younger than 60 years. The objective of this study was to accurately estimate the infection fatality rate (IFR) of COVID-19 among non-elderly people in the absence of vaccination or prior infection. In systematic searches in SeroTracker and PubMed (protocol: https://osf.io/xvupr), we identified 40 eligible national seroprevalence studies covering 38 countries with pre-vaccination seroprevalence data. For 29 countries (24 high-income, 5 others), publicly available age-stratified COVID-19 death data and age-stratified seroprevalence information were available and were included in the primary analysis. The IFRs had a median of 0.034% (interquartile range (IQR) 0.013–0.056%) for the 0–59 years old population, and 0.095% (IQR 0.036–0.119%) for the 0–69 years old. The median IFR was 0.0003% at 0–19 years, 0.002% at 20–29 years, 0.011% at 30–39 years, 0.035% at 40–49 years, 0.123% at 50–59 years, and 0.506% at 60–69 years. IFR increases approximately 4 times every 10 years. Including data from another 9 countries with imputed age distribution of COVID-19 deaths yielded median IFR of 0.025–0.032% for 0–59 years and 0.063–0.082% for 0–69 years. Meta-regression analyses also suggested global IFR of 0.03% and 0.07%, respectively in these age groups.

The current analysis suggests a much lower pre-vaccination IFR in non-elderly populations than previously suggested. 

Large differences did exist between countries and may reflect differences in comorbidities and other factors. These estimates provide a baseline from which to fathom further IFR declines with the widespread use of vaccination, prior infections, and evolution of new variants.

From the data above, Median infection fatality rate (IFR) during the PRE-VACCINATION ERA was:

  • 0.0003% at 0–19 years
  • 0.002% at 20–29 years
  • 0.011% at 30–39 years
  • 0.035% at 40–49 years
  • 0.123% at 50–59 years
  • 0.506% at 60–69 years
  • 0.034% for people aged 0–59 years people
  • .095% for those aged 0–69 years.

These IFR estimates in the non-elderly population are much lower than previous calculations and models had suggested.


Does anyone remember back to early 2020? The dire predictions of a global disaster – of a case fatality rate and of an infectivity rate (R0) that were unheard of in modern times for a respiratory disease? The predictions were that the “novel coronavirus,” as it was called then, was going to be the next Spanish flu. That the only solution was for entire nations to lockdown. This was the modeling that caused governments worldwide to panic. This was the modeling that caused the legacy media to melt down.

One scientist who clearly led this effort and led the world astray with his dire forecasting, was Neil Ferguson, PhD of Imperial College.

Ferguson’s team at Imperial College London has claimed credit for saving millions of lives through the lockdown policies that implemented his models. It is the Imperial College models that projected millions of deaths in the first year in the UK, if stringent lockdowns were not implemented. Once implemented, Ferguson and Imperial college quickly took credit for the “success” of lockdowns.

The estimate of 3.1 million lives saved by Dr. Ferguson was derived from a thoroughly “ludicrous unscientific exercise, whereby they purported to validate their model by using their own hypothetical projections as a counterfactual of what would happen without lockdowns.” Other models and real-world data have discredited Ferguson’s models, but the damage was done. Lockdowns, quarantines, masking, poorly-tested EUA products – such as experimental vaccines have taken their toll on all of us. In the end, what, if any of them were necessary?

Elon Musk calls Ferguson an “utter tool” who does “absurdly fake science.” Jay Schnitzer, an expert in vascular biology and a former scientific direct of the Sidney Kimmel Cancer Center in San Diego, tells me: “I’m normally reluctant to say this about a scientist, but he dances on the edge of being a publicity-seeking charlatan” (National Review).

Again and again, year and year, decade after decade, the NHS and world governments, including our own, have turned to Dr. Ferguson for infectious disease modeling. Ferguson gives them what they want. A reason for the bureaucrats, the administrative state to once more step up and be important. One of his doom-and-gloom models can increase federal disaster preparedness budgets to astronomical proportions. That is raw power for the lowly public health official. What is not to like?

Except for a singular factoid:

The implication for Ferguson’s work remains clear: the primary model used to justify lockdowns failed its first real-world test.

Ferguson’s predictions of sky-high high case fatality rates were grossly exaggerated.

The lockdowns were a complete and utter failure.

But this is not Ferguson’s first failed infectious disease modeling stumble upon the world stage. These are two examples of his earlier predictions:

  • Ferguson predicted that up to 150 million people could be killed from bird flu during the 2005 outbreak. This prediction was off by an astounding amount, with a grand total of 282 people dying worldwide from the disease between 2003 and 2009.
  • In 2009, one of Ferguson’s models predicted 65,000 people could die from the Swine Flu outbreak in the UK — the final figure was below 500.  This modeling was what caused so many public health officials to panic, and create a worldwide panic of officials and the populace.

So, why did Boris Johnson and our government turn to his models for guidance early on in the COVID crisis? Why did they accept Ferguson’s assertions that lockdowns would work, without any evidence or public policy guidance indicating that such draconian measures would have any impact whatsoever?

Were they just that naive?


Here is where it gets even crazier. There are those who passionately argue that the modeling that Ferguson did back in early 2020 is proof that 1) the “non-pharmaceutical interventions (lockdowns and masks) worked because (circular logic here) his modeling predictions didn’t come true and 2) that the vaccines worked beyond all measure because again, his modeling predictions didn’t come true.

Yet, here we are. An important new paper (discussed above) documenting that the pre-vaccination case fatality rate was extremely low in the non-elderly population. That means more evidence the Ferguson’s models were wrong (again) and what do we hear from the state-sponsored media?

Crickets.

A colleague of mine who is in the US Senate reported back to me recently that Republican senators were high-fiving each other about the success of Warp-speed based on Ferguson’s modeling data in a recently paper.

You can’t make this stuff up.

Republished from the author’s Substack.

Author

  • Robert Malone

    Robert W. Malone is a physician and biochemist. His work focuses on mRNA technology, pharmaceuticals, and drug repurposing research. You can find him at Substack and Gettr

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Brownstone Institute

A Coup Without Firing a Shot

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From the Brownstone Institute

BY Jeffrey A. TuckerJEFFREY A. TUCKER  

We all have a different starting place and journey but each of us has the following in common. We’ve realized that official sources, the ones we’ve trusted in the past, are not going to make any sense of the above for us. We have to seek out alternatives and put the story together ourselves. And this we must do because the only other choice is to accept that all of the above consists of a random series of disconnected and pointless events, which is surely not true.

The last few years can be tracked at two levels: the physical reality around us and the realm of the intellectual, mental, and psychological.

The first level has presented a chaotic narrative of the previously unthinkable. A killer virus that turned out to be what many people said it was in February 2020: a bad flu with a known demographic risk best treated with known therapeutics. But that template and the ensuing campaign of fear and emergency rule gave rise to astonishing changes in our lives.

Social functioning was wholly upended as schools, businesses, churches, and travel were ended by force. The entire population of the world was told to mask up, despite vast evidence that doing so achieved nothing in terms of stopping a respiratory virus.

That was followed by a breathtaking propaganda campaign for a shot that failed to live up to its promise. The cure for the disease itself caused tremendous damage to health including death, a subject about which everyone cared intensely before the shot and then strangely forgot about after.

Protests against the goings-on were met with media smears, shutdowns, and even the cancellation of bank accounts. However, and simultaneously, other forms of protest were encouraged, insofar as they were motivated by a more proper political agenda against structural injustices in the old system of law and order. That was a strange confluence of events, to say the least.

In the midst of this, which was wild enough, came new forms of surveillance, censorship, corporate consolidation, an explosion of government spending and power, rampant and global inflation, and hot wars from long-running border conflicts in two crucial regions.

The old Declarations of rules on the Internet put free speech as a first principle. Today, the hosting website of the most famous one, signed by Amnesty International and the ACLU, is gone, almost as if it never existed. In 2022, it came to be replaced by a White House Declaration on the Future of the Internet, that extols stakeholder control as the central principle.

All the while, once-trusted sources of information – media, academia, think tanks – have steadfastly refused to report and respond in truthful ways, leading to a further loss of public trust not just in government and politics but also in everything else, including corporate tech and all the higher order sectors of the culture.

Also part of this has been a political crisis in many nations, including the use of sketchy election strategies justified by epidemiologic emergency: the only safe way to vote (said the CDC) is absentee via the mails. Here we find one of many overlapping parallels to a scenario hardly ever imagined: infectious disease deployed as a cover for political manipulation.

Crucially and ominously, all of these mind-blowing developments took place in roughly similar ways the world over, and with the same language and model. Everywhere people were told “We are all in this together,” and that social distancing, masking, and vaxxing was the correct way out. Media was also censored everywhere, while anti-lockdown protestors (or even those who simply wanted to worship together in peace) were treated not as dissidents to be tolerated but irresponsible spreaders of disease.

Can we really pretend that all of this is normal, much less justified? The exhortation we receive daily is that we can and must.

Really? At what point did you realize that you had to start thinking for yourself?

We all have a different starting place and journey but each of us has the following in common. We’ve realized that official sources, the ones we’ve trusted in the past, are not going to make any sense of the above for us. We have to seek out alternatives and put the story together ourselves. And this we must do because the only other choice is to accept that all of the above consists of a random series of disconnected and pointless events, which is surely not true.

That leads to the second layer of comprehension; the intellectual, mental, and psychological. Here is where we find the real drama and incalculable difficulties.

At the dawn of lockdowns, what appeared to be a primitive public health error seemed to be taking place. It seemed like some scientists at the top, who gained an implausible amount of influence over government policy, had forgotten about natural immunity and were under the impression that it was good for health to stay home, be personally isolated, avoid exercise, and eat only takeout food. Surely such preposterous advice would be revealed soon as the nonsense it was.

How in the world could they be so stupid? How did they gain so much influence, not just nationally but all over the world? Did the whole of humanity suddenly forget about all known science in every field from virology to economics to psychology?

As time went on, more and more anomalies appeared that made that judgment seem naïve. As it turns out, what was actually taking place had something to do with a move on the part of security and intelligence services. It was they who were given rule-making authority on March 13, 2020, and that’s why so much of what we needed to know was and is considered classified.

There were early initial reports that the virus itself might have been leaked from a US-backed lab in Wuhan, which introduces the entire subject of the US bioweapons program. This is a very deep rabbit hole itself, thoroughly exposed in Robert F. Kennedy, Jr.’s The Wuhan Cover-Up. There was a reason that topic was censored: it was all true. And as it turns out, the vaccine itself was able to bypass the normal approval process by slipping through under the cover of emergency. In effect, it came pre-approved by the military.

As the evidence continues to roll in, more and more rabbit holes appear, thousands of them. Each has a name: Pharma, CCP, WHO, Big Tech, Big Media, CBDCs, WEF, Deep State, Great Reset, Censorship, FTX, CISA, EVs, Climate Change, DEI, BlackRock, and many more besides. Each of these subject areas has threads or thousands of them, each connecting to more and to each other. At this point, it is simply not possible for a single person to follow it all.

To those of us who have been steeped in following the revelations day by day, and trying to keep up with putting them together into a coherent model of what happened to us, and what is still going on, the ominous reality is that the traditional understanding of rights, liberties, law, business, media, and science were dramatically overthrown in the course of just a few months and years.

Nothing operates today as it did in 2019. It’s not just that functioning broke. It was broken and then replaced. And the surreptitious coup d’état with no shots fired is still ongoing, even if that is not the headline.

Of this fact, many of us today are certain. But how common is this knowledge? Is it a vague intuition held by many members of the public or is it known in more detail? There are no reliable polls. We are left to guess. If any of us in 2019 believed we had our finger on the pulse of the national mood or public opinion generally, we certainly do not anymore.

Nor do we have access to the inner workings of government at the highest levels, much less the conversations going on among the winners of our age, the well-connected ruling elites who seemed to have gamed the entire system for their own benefit.

It’s so much easier to regard the whole thing as a giant confusion or accident on grounds that only cranks and crazies believe in conspiracy theories. The trouble with that outlook is that it posits something even more implausible; that something this gigantic, far-reaching, and dramatic could have happened with no real intentionality or purpose or that it all fell together as a huge accident.

Brownstone Institute has published more than 2,000 articles and 10 books exploring all over the above topics. Other venues and friends are out there helping us with this research and discovery, issue by issue. Even so, a great deal of responsibility falls on this one institution, the main work of which is providing support for dissident and displaced voices, which is implausible since it was only founded three years ago. We are deeply grateful for our supporters and would welcome you to join them.

As for the intellectuals we once revered for their curiosity and wisdom, most seem to have gone into hiding, either unable to adapt to the new realities or just unwilling to risk their careers by exploring hard topics. It’s understandable but still tragic. Most are happy to pretend like nothing happened or celebrate the change as nothing but progress. As for journalists, the New York Times publishes daily commentaries dismissing the Constitution as a dated anachronism that has to go and no one thinks much about it.

There is a lot to sort out. So much has changed so quickly. No sooner than the dust seems to be settling from one upheaval, there is another and then another. Keeping up with it all causes a level of psychological brain scramble on a scale we’ve never previously experienced.

It’s easier to wait for the historians to tell the next generation what happened. But maybe, just maybe, by stepping up and telling the story as we see it in real time, we can make a difference in stopping this madness and restoring some sane and normal freedom back to the world.

Author

  • Jeffrey A. Tucker

    Jeffrey Tucker is Founder, Author, and President at Brownstone Institute. He is also Senior Economics Columnist for Epoch Times, author of 10 books, including Life After Lockdown, and many thousands of articles in the scholarly and popular press. He speaks widely on topics of economics, technology, social philosophy, and culture.

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Brownstone Institute

Deborah Birx Gets Her Close-Up

Published on

From the Brownstone Institute

BY Bill RiceBILL RICE 

According to Birx, she intentionally buried the more draconian elements of the lockdowns in text at the end of long documents, theorizing (correctly apparently) that most reporters or readers would just “skim” the document and would not focus on how extreme and unprecedented these mandates actually were.

Most Americans will remember Dr. Deborah Birx as the “scarf lady” who served on the White House’s Covid Response Team beginning in February 2020.

According to a recently-released (but little-seen) 24-minute mini-documentary, it was Birx – even more so than Anthony Fauci – who was responsible for government “guidelines,” almost all of which proved to be unnecessary and disastrous for the country.

According to the documentary, the guidelines ran counter to President Trump’s initial comments on Covid, but ultimately “toppled the White House (and Trump) without a shot being fired.”

The mini-documentary (“It Wasn’t Fauci: How the Deep State Really Played Trump”) was produced by Good Kid Productions. Not surprisingly, the scathing 24-minute video has received relatively few views on YouTube (only 46,500 since it was published 40 days ago on Feb. 26).

I learned of the documentary from a colleague at Brownstone Institute, who added his opinion that “Birx (is) far more culpable than Fauci in the Covid disaster…Well worth the time to see the damage an utter non-scientist, CIA-connected, bureaucrat can do to make sure things are maximally bad.”

I agree; the significant role played by Birx in the catastrophic national response to Covid has not received nearly enough attention.

Brought in from out of Nowhere…

From the video presentation, viewers learn that Birx was added to the White House’s Coronavirus Task Force as its coordinator in latter February 2020.

Birx worked closely with Task Force chairman Vice President Mike Pence, a man one suspects will not be treated well by future historians.

According to the documentary, “career bureaucrats” like Birx somehow seized control of the executive branch of government and were able to issue orders to mayors and governors which effectively “shut down the country.”

These bureaucrats were often incompetent in their prior jobs as was Birx, who’d previously served as a scientist (ha!) in the Army before leading the government’s effort to “fight AIDS in Africa” (via the PEPFAR Program).

When Birx was installed as coordinator of Covid Response she simply rehashed her own playbook for fighting AIDS in Africa, say the filmmakers.

The three tenets of this response were:

  1. “Treat every case of this virus as a killer.”
  2. “Focus on children,” who, the public was told, were being infected and hospitalized in large numbers and were a main conduit for spreading the virus.
  3. “Get to zero cases as soon as possible.” (The “Zero Covid” goal).

The documentary primarily uses quotes from Scott Atlas, the White House Task Force’s one skeptic, to show that all three tenets were false.

Argued Atlas: Covid was not a killer – or a genuine mortality risk – to “99.95 percent” of the population. Children had virtually zero risk of death or hospitalization from Covid. And there was no way to get to “zero cases.”

Atlas Didn’t Shrug, but was Ignored…

Furthermore, the documentary convincingly illustrates how the views of Atlas were ignored and how, at some point, his ability to speak to the press was curtailed or eliminated.

For example, when Atlas organized a meeting for President Trump with Covid-response skeptics (including the authors of the Great Barrington Declaration) this meeting was schedule to last only five minutes.

The documentary also presents a report from the inspector general of the Department of State that was highly critical of Birx’s management style with the African “AIDS relief” program she headed.

Among other claims, the report said she was “dictatorial” in her dealings with subordinates and often “issued threats” to those who disagreed with her approach.

Shockingly, this highly-critical report was published just a month before she was appointed medical coordinator of the Coronavirus Task Force.

A particularly distressing sound bite from Birx lets viewers hear her opinion on how controversial “guidance” might be implemented with little pushback.

According to Birx, she intentionally buried the more draconian elements of the lockdowns in text at the end of long documents, theorizing (correctly apparently) that most reporters or readers would just “skim” the document and would not focus on how extreme and unprecedented these mandates actually were.

The documentary points out that Birx’s prescriptions and those of President Trump were often in complete conflict.

Birx, according to the documentary, once pointed this out to Vice President Pence, who told her to keep doing what she believed.

Indeed, the Vice President gave Birx full use of Air Force 2 so she could more easily travel across the country, spreading her lockdown message to governors, mayors, and other influencers.

Several Covid skeptic writers, including Jeffrey Tucker of Brownstone Institute, have noted that President Trump himself went from an opponent of draconian lockdowns to an avid supporter of these responses in a period of just one or two days (the pivotal change happened on or around March 10th, 2020, according to Tucker).

Whoever or whatever caused this change in position, it does not seem to be a coincidence that this about-face happened shortly after Birx – a former military officer – was named to an important position on the Task Force.

(Personally, I don’t give Anthony Fauci a pass as I’ve always figured he’s a “dark master” at manipulating members of the science/medical/government complex to achieve his own desired results.)

This documentary highlights the crucial role played by Deborah Birx and, more generally, how unknown bureaucrats can make decisions that turn the world upside-down.

That is, most Americans probably think presidents are in charge, but, often, they’re really not. These real rulers of society, one suspects, would include members of the so-called Deep State, who have no doubt installed sycophants like Fauci and Birx in positions of power.

I definitely recommend this 24-minute video.

A Sample of Reader Comments…

I also enjoyed the Reader Comments that followed this video. The first comment is from my Brownstone colleague who brought this documentary to my attention:

“… As I said, things can change over the period of 20 years but in the case of Birx/Fauci, I do not believe so. I have never seen people entrenched in the bureaucracy change.”

Other comments from the people who have viewed the mini-documentary on YouTube:

“Pence needs to be held accountable.”

“What does Debbie’s bank account look like?”

“(The) final assessment of President Trump at the 23:30 mark is, while painful, accurate. He got rolled.”

“This is very hard to find on YouTube. You can literally search the title and it doesn’t come up.”

“Excellent summary, hope this goes viral. Lots of lessons to learn for future generations.”

“Eye opening. Great reporting.”

Post from One Month Ago…

“37 likes after 3 years of the most controversial and divisive action in recent history. How can this be?”

“Oh never mind. YouTube hid it from the public for years.”

“Probably hasn’t been taken down yet for that reason, relatively low views.”

“Thanks for this! Sounds like everyone below President Trump was on a power trip and I didn’t think it was possible to despise Pence more than I already do.”

“…the backing of CDC, legacy media, WHO and government schools, business folding in fear are ALL responsible. Accountability for every person and agency is paramount!”

“Should be noted that her work on AIDS in Africa was just as useless and damaging.”

“First, any mature, adult woman who speaks with that much vocal fry should be immediately suspect. And the glee with which she recounts her role at undermining POTUS is remarkable and repulsive. This woman should NEVER be allowed to operate the levers of power again.”

Republished from the author’s Substack

Author

  • Bill Rice

    Bill Rice, Jr. is a freelance journalist in Troy, Alabama.

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