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Showing posts with label Stanford. Show all posts
Showing posts with label Stanford. Show all posts

Saturday, January 3, 2026

Stanford study > At least 20,000 deaths from Covid Vax

 

Stanford led study: at least 20,000 global deaths from COVID jabs


New COVID Vax Paper Breaks with the Narrative

By trialsitenews , republished by permission

TrialSite Staff | Making Biomedical Research Evidence Accessible to All

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Dec. 23, 2025, 5:30 a.m.

In a high-profile analysis published in JAMA Health Forum, a team from Stanford University, Università Cattolica del Sacro Cuore and the Fondazione Policlinico Universitario A. Gemelli IRCCS led by John P. A. Ioannidis set out to answer one of the most contested questions of the pandemic era: How many lives did COVID-19 vaccination actually save worldwide? The study estimates that COVID-19 vaccination averted approximately 2.5 million deaths globally between 2020 and 2024, with a wide uncertainty range of 1.4 to 4.0 million, and saved about 15 million life-years, though results depend heavily on modeling assumptions. Nearly 90% of deaths averted occurred in adults aged 60 years and older, while children, adolescents, and young adults contributed a negligible share of the total benefit. Compared with earlier pandemic models, these findings suggest a far more limited, age-concentrated mortality benefit, particularly during the Omicron period and among those vaccinated before first infection.

A Quiet but Explosive Admission

Dr. Ioannidis and colleagues make an unusually candid concession for a high-profile vaccine-benefit paper: they do not separate deaths averted by vaccine effectiveness from deaths caused by vaccine-related harms. In fact they explicitly acknowledge that randomized trial data are insufficient to quantify vaccine-associated mortality and that estimates derived from registries and observational sources carry “substantial uncertainty.”

This is not a minor caveat—it is a structural limitation of the analysis. The authors further note that, depending on ethical framing and risk aversion, a death caused by an intervention may not be considered equivalent to a death averted by it, particularly when harms cluster in specific subpopulations.

To put bounds around this uncertainty, the authors turn to eAppendix 2 (Supplement 1), where they restrict analysis to widely recognized and accepted fatal adverse events: thrombosis with thrombocytopenia after adenovirus-vector vaccines, myocarditis following mRNA vaccines (primarily in younger males), and deaths temporally associated with vaccination in highly debilitated nursing-home residents.

Using global administration data (~13.64 billion doses) and conservative risk assumptions, they estimate roughly 20,000 vaccine-associated deaths worldwide, while an independent extrapolation from Qatar’s national mortality review suggests a broader range of approximately 16,000 to 48,000 deaths.

Compared with the study’s central estimate of ~2.5 million lives saved, this supports the authors’ statement that vaccine-related deaths were “probably” about two orders of magnitude lower than benefits at the population level.

The critical word is “probably.” The authors explicitly state that these adverse-event death estimates carry “very large uncertainty” and emphasize that the margin between benefit and harm may be substantially smaller—or even reversed—in specific subgroups where risks are concentrated and benefits are limited, such as younger males or frail elderly residents.

In effect, the paper concedes that while COVID-19 vaccination likely reduced mortality overall, net benefit was neither uniform nor guaranteed across populations. A bombshell acknowledgment—confined to the supplement rather than the abstract—directly challenges any absolutist claim that vaccine harms were negligible or irrelevant and represents a rare moment of methodological and ethical candor in the COVID-19 vaccine literature.

Please continue reading on Dr Malone's substack at:

What the Study Did—and Did Not—Do


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Tuesday, March 12, 2019

Felicity Huffman, Lori Loughlin Among Dozens Charged in U.S. College Admissions Scam

Corruption is Everywhere - Even in America's Best University Admissions

Federal prosecutors charged William Singer with running racketeering scheme
Thomson Reuters ·

Federal prosecutors in Boston have charged William Singer with running the $25-million US racketeering scheme,
which served a roster of clients, including Hollywood actors such as Felicity Huffman.
(Peter Kramer/Getty Images) I'm guessing this photo was taken before #MeToo

Hollywood actors Felicity Huffman (Desperate Housewives) and Lori Loughlin (Full House/Fuller House) were among 50 people charged by U.S. federal prosecutors on Tuesday in a $25-million US scheme to help wealthy Americans cheat their children's way into elite universities such as Yale and Stanford.

Federal prosecutors in Boston charged William (Rick) Singer, 58, with running the racketeering scheme through his Edge College & Career Network, which served a roster of clients, including CEOs and Hollywood actors.

Prosecutors said Singer's operation arranged for fake testers to take college admissions exams in place of his clients' children, and also bribed coaches to give admissions slots meant to be reserved for recruited athletes, even if the applicants had no athletic ability.

Parents paid tens of thousands of dollars for Singer's services, which were masked as charitable contributions, prosecutors said.


Singer is scheduled to plead guilty on Tuesday in Boston federal court to charges, including racketeering, money laundering and obstruction of justice, according to court papers. He could not be reached for immediate comment.

Thirty-three parents, including actor Lori Loughlin, were charged, as well as 13 coaches and associates of Singer's business. (Danny Moloshok/Reuters)

Some 33 parents, including Huffman and Loughlin, were charged, as well as 13 coaches and associates of Singer's business. Huffman and Loughlin were not immediately available for comment.

On a call with one parent, prosecutors said Singer summed up his business thusly: "What we do is help the wealthiest families in the U.S. get their kids into school … my families want a guarantee."

The scheme began in 2011, prosecutors said, and also helped children get into the University of Texas, Georgetown University, the University of Southern California and the University of California, Los Angeles.

Part of the scheme involved advising parents to pretend to test administrators that their child had learning disabilities that allowed them extended time to take the exam.

The parents were then advised to choose one of two test centres that Singer's company said it had control over: one in Houston and the other in West Hollywood, Calif.

The test administrators in those centres took bribes to allow Singer's clients to cheat, often by arranging to have a student's wrong answers corrected after completing the exam, or having another person take the exam.

In many cases, the students were not aware that their parents had arranged for the cheating, prosecutors said.

Some of them are now!

John Vandemoor, a former Stanford sailing coach, is also scheduled to plead guilty to racketeering conspiracy charges.