Happy to announce that our long-awaited preprint is up!

We assessed shortcomings in the Loeb (2022) clinical trial paper that reported medical masks to be noninferior to N95s for COVID prevention.

It's a long read, but we hope you'll find it educational. The failure to immediately recognize the urgent need to control airborne spread of COVID-19, including use of adequate personal protective equipment for an airborne pathogen, represents a major medical error that cost “an enormous number of lives”. Made in the face of significant scientific evidence and a clear requirement to adhere to a precautionary approach, it has still not been fully remedied. To understand the substantial, ongoing gap between science and policy, we carried out an in-depth investigation of an illustrative publication authored by prominent authorities in the fields of P...
As usual for a preprint, it's extra important to look at the evidence and not just accept the conclusions. Our analysis is easy to repeat. Please do the same for any criticisms - look for the substance, call out handwaving and appeals to authority.

Link: osf.io/preprints/meta…
I'll put the figures here for ease of reference, but please do read the whole thing (including the Appendix!).

Here's Fig. 1, a timeline of the study. Note that major changes were made 95% of the way through the study period (red & black line), which determined the outcome:
Figure 1: Timeline of key events and alterations to the study. The trial took place from May 4th, 2020 to March 29th, 2022 across multiple countries. The exact number of sites is unclear. Key events (A) include a Statistical Analysis Plan (black and red vertical line, identified as Version 1.0 and dated February 17th 2022), which introduced a number of major changes after 95% of the trial period was complete. While this alteration was not prospectively registered, the trial registry was modified several times, in some cases retroactively after publication (red diamonds). Twelve sites in Can...
...11 “study units” in Pakistan. Assuming no sites were excluded entirely post hoc, there appear to be between 29 and 42 in total. A warning letter from Hedges et al dated April 19th, 2021 (yellow diamond) explicitly raised several issues including unnecessary risk to participants and the need to terminate the study and report the results. The data collected at this time was consistent with substantially inferior performance of medical masks and elevated risk to participants in that arm of the study (see below). While the study was ended at the last of the registered sites shortly afterward...
The study was a noninferiority trial. That can make the terminology a bit complex. That's discussed in the main text, but Fig. 2 shows some examples of how altering how you count COVID cases (as happened in this trial) can impact the results you get. Figure 2: Changes in data inclusion criteria can be used to affect outcomes. An illustrative theoretical example of ten participants shows the impact of alterations to analysis methods. Participants followed for the entire 10 weeks are shown in blue. The bar becomes hatched where a participant is censored due to a protocol violation (in the Loeb study, receipt of an effective vaccine). Red bars represent a positive COVID diagnosis. Note that a proportionate reduction in cases reported in both the MM and N95 arms would reduce the difference between them, facilitating a finding of noninferior...
Fig. 3 shows how the successive alterations to the trial changed the outcome. The hypothesis of noninferiority envisages a distribution centred on the black line, and the reported finding of noninferiority required that the 95% CI (illustrated) not touch the red line. Figure 3: Alterations to the registered trial determined the reported outcome. Estimates of the difference in incidence between the N95 and MM groups, plotted as normal distributions using 95% confidence intervals calculated from the data in the study publication, truncated to indicate the bounds of the 95% CI. The hypothesis that there was no difference in protection provided by medical masks vs N95 anticipates a distribution centred on the black line at 0. A shift to the right would be expected if N95 provide better protection (as anticipated for an aerosol hazard). To accept the authors’...
Fig. 4 shows that even minor changes to the reported results would be enough to reverse the reported outcome of noninferiority against the prespecified criterion (although the prespecified analyses were not reported). Figure 4: Impact of missed cases on prespecified analysis. Any number of cases added by inclusion of missing data or cases lost due to biases results in the upper bound of the 95% CI exceeding the prespecified 5% threshold where at least one more case is added to MM than N95 (blue line and above); where at least 4  cases are added in equal numbers to both arms (black line); and even under some circumstances where fewer cases are added to MM than N95 (gold lines).
Fig. 5 shows how the amount of potential harm that the study was willing to accept as "noninferior" (on behalf of both participants, and those working under policies based on the results of this study) was expanded from the already high value that was initially specified. Figure 5: Alterations to the study dramatically increased the level of excess risk the team was willing to accept on behalf of the subject population. The study initially proposed to accept a 5% margin over 6 months, or two cases for every twenty HCW positions over a year.* By shortening the monitoring period to 12 weeks, the annualized increase in risk the team recognized as acceptable became ~4.3/20. Shortening again to 10 weeks brought that to ~5.2/20, and finally the alteration of the Δ (using the final 9.27% N95 incidence) meant MM could increase risk by 9.7 cases / 20 HCW annually and...
Fig. 6 is particularly concerning - there was a statistically significant correlation between male recorded sex and allocation to the more protective, standards-compliant N95 arm. In addition to iniquity of risk, this may bias self-reporting of COVID (the primary outcome). Figure 6: Imbalances in gender representation raise significant equity concerns. Overall, there were more female (yellow bars) than male (blue bars) participants in each group in each country (A). Concerningly, in all countries there was a greater proportion of male participants allocated to the lower-risk N95 arm (solid bars) than in the MM arm (checked bars). When over- and under-representation are plotted as a percentage of the expected number at parity, the imbalance is clearly substantial (B). Male gender is over-represented in the lower-risk N95 arm in all countries and in the overall...
There were a number of retroactive changes made to the trial registry post publication, which defeats the purpose of registering a trial. Fig. 7 shows an example with additional back-dating that was not recorded in an otherwise nearly-identical protocol dated 2022.05.01. Fig. 7: Inconsistencies in the way protocol changes were recorded. The March 1, 2022 version of the protocol as published (left) includes a list of major changes to the protocol that is nearly identical to claims made in the post-publication modifications to the trial registry (right – green highlighting indicates new text introduced into the registry) with the exception of the final paragraph (right - red). The insertion of any retroactive claims into the registry is problematic per se, as it runs counter to the entire purpose of trial registration. The introduction of claims back-dated to...
Fig. 8 compiles a list of critical questions for which answers are urgently needed (CAN/CSA-Z94.4-18 is the applicable Canadian standard for respiratory protection against bioaerosol hazards in the workplace, which specifically includes healthcare workers). Figure 8: Remaining unanswered questions about the N95 study. There are reasonable grounds to believe that flaws in this study and its interpretation are likely to have caused significant harms (including deaths and lasting injuries), and that these harms will continue to accumulate until the study is publicly retracted. The answers to the questions above may raise additional concerns. The authors must be compelled to provide clear answers to them, and those answers must be independently verified. An arm’s-length third-party analysis must be carried out with full access to the study data to...
And here are our conclusions. The shortcomings of the study are so significant that they reach beyond it and into any and all processes, policies and materials that made use of the findings. Conclusions As a result of the major flaws noted above and in the Appendix the following actions are urgently required: 1.	Annals of Internal Medicine should immediately retract the publication by Loeb et al,(76) assess why its flaws were not identified in AIM’s Fast-Track Review process, and revisit the journal’s compliance with ICMJE Recommendations.  2.	McMaster University and Canada’s Tri-Agency Secretariat on Responsible Conduct of Research (SRCR)(196) should each require the authors provide complete, unedited copies of all data and records related to the trial, to be stored securely f...
I would like to thank co-authors @sameo416, @JuliaMWrightDal, @jmcrookston, @GosiaGasperoPhD, @DFisman, and Corinna Nielson (who is also our SPOR Community Advocate), and also the broader community that has surfaced several of these concerns over the past year.
This is a tough topic. Supportive members of three different Faculties have advised that I risk retaliation here in Calgary just for asking difficult questions. But, if academics won't speak up, how can we justify tenure?

This is where the rubber meets the road.

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More from @Mark_Ungrin

Nov 2
This is the dam breaking. Even if they somehow shove this particular bit of toothpaste back in the tube, COVID's denial era is over. Any hospital, school board etc HR or legal department not freaking out over who's holding the bag is asleep at the wheel.

Linked thread so it shows up in preview - medical officers of health, this one's for you:
Just look at this. There's no way Dr. Russell doesn't know how deep a hole she's dug herself into over the last few years. There's not a ladder in the world long enough to get out of this one.

😁 Nice foreshadowing too: "my colleagues across the country"

Read 6 tweets
Oct 17
OK, here's an absolutely damning indictment of the failure to act on the knowledge that COVID is airborne as of July 2020. Start here, look at the list of recipients, and then start reading.

originsearch.io/pdf_viewer.htm…
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Read 9 tweets
Oct 16
@IPACCanada There are several good reasons why the scientific community doesn't take you seriously anymore, but the intersection of Dunning-Kruger with "professional collusion" (see: Gosport inquiry) is definitely right up near the top. Image
@IPACCanada In case anyone needs the reference, it's here. Excellent paper. The world would be a better place if more people read it - especially those in the medical profession starting to realize something 's not quite right.

The culture of medicine is broken.

doi.org/10.1080/136698…
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@IPACCanada "...puts patient harm in the same league as tuberculosis and malaria" - and that was pre-COVID, we're now >20 millions deaths downhill from there. Image
Read 9 tweets
Oct 6
More goodness from the SARS Commission 20 years ago that could have been written yesterday, showing that public health and infection control are inherently dysfunctional.

Also local MOH may want to check if the last bit applies to them (because you can bet the rest of us will). Image
Yet more evidence that the medical bureaucrats running public health and infection control have a built in drive to grab control of anything they can get their hands on. Nice to see that concern over their trustworthiness and motivation is not new though. Image
Read 11 tweets
Oct 4
The British Medical Association's opening statement in the UK COVID inquiry. Well worth reading, and contrasting with the spineless Canadian medical associations, who seem more interested in promoting the power of their leaders than protecting members.

bma.org.uk/advice-and-sup…
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Read 7 tweets
Sep 19
We need to start estimating the approximate death toll attributable to specific failures (for example WHO refusal to take airborne spread seriously) and rolling out criminal charges against individuals.

26 million dead is well into crimes-against-humanity territory.
For example, it's great that WHO's Chief Scientist has recognized what happened and that it killed people. But now we need to see some accountability.

How many is "an enormous number of lives", roughly speaking?

Who, specifically, is responsible?

It's clearly not an innocent mistake. At minimum, negligence. The SARS Commission provided crystal clear guidance on how to handle a new respiratory illness.

We know how SARS-CoV-2 should have been handled. To act otherwise was a deliberate choice.

Read 18 tweets

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