VAERS Master Class 101

Written by Welcome The Eagle on June 19, 2023. Posted in Current News

Welcome to the first day of master class, you have the study materials now lets dive in!

Who’s correct? By the strictest definition the CDC Wonder System is correct, but it’s designed to obfuscate the data.

MedAlerts is technically correct, but by their own design they chose to add “Recovered” as an event level and therefore drive up the Event’s Outcome Count percentage to ~119 percent.

I’d like to start at MedAlerts disclaimer that perfectly explains why ~1.5M cases (unique ID#’s) produces ~1.8M events.

Aside from being a little arbitrary to exhibit a case as being “recovered” it’s very misleading and confusing and also almost doubles the double counting from 11.61 percent to 19.04 percent. Here is all the reports that also reported as “recovered”:

How did 45 people recover from death?

Wow better call King James, we need to rewrite the bible! 6,558 recovered from their permanent disabilities?

Maybe in Workmen’s Compensation we call that permanent & stationary where it’s determined you are some percentage disabled and you are not going to get any better or any worse continuing to see the white coats, therefore your offered re-education or a one time payout, good luck worker bee don’t let the door hit you in the ass.

In reality the way many of these particular reports read is like a ongoing story of multiple visits to the ER or hospital and the submitter phrases the summary as “I recovered but returned to the hospital days or weeks later…”.

This “recovered” designation is totally bunk especially if we only ever see the initial report. The birth defects more than anything are miscarriages where a lady has recovered from the fetal demise.

However, there are a few miscarriages technically classified as official deaths but also with the box checked off as recovered. VAERS has down-coded some of these reports either because they don’t see someone in the womb as “someone” or it wasn’t the mother who died?

To be specific VAERS after publication has went into the report at a later date and removed the “Yes” from the “Died?” box. Either way there should be two separate reports filed for mother and baby, and many do exist but in my opinion all fetal demise should be classified as a death, philosophical debate for another time.

The point is MedAlerts having “Recovered” as an event level is straight up goofy and lame! However this only accentuates my Third Testicle Hypothesis… You think you’re recovered? Come back in 5 to 10 years let’s see if you’ve grown a 3rd testicle?

Anybody ever see Cheech & Chong’s Eddie Torres and his 3rd testicle?

Two things are absolutely clear and something we know for sure is the deaths and the lowest level None of Above, you can think of those as absolute constants in that if the died box is checked off it will be counted as a death, if NO event level boxes are marked, it will be “None of Above”.

This is where you need to put your thinking cap on and realize we can’t really say about 11.61 percent of reports are at least double, triple, or even quadruple counted in the CDC’s system. In two dimensional calculations that would be about 181,734 reports (11.61 percent).

However that’s not true because we know for sure none of the “None of Aboves” are double counted! Therefore subtract 1,014,137 reports from the total 1,565,678 cases = 551,541 reports are producing 181,734 additional event level outcomes (~33 percent).

So keep that in mind the next time you are looking at the bad batches or whatever other dump and pump data website. You may see your batch with 100 deaths, 200 perm disabilities, 300 life threatening events and you’ll need to keep in the back of mind, I wonder how many of those life threatened victims also died?

Hopefully you can see why I employed from day one this concept of coding to ultimate specificity. This concept of a priority level is also used in Common Procedure Terminology (CPT) bundling rules for reimbursement purposes, and laboratory bundling rules sometimes referred to as stacking.

With these old tried and true billing concepts comes the idea of mutually exclusive codes or scenarios like what we see with the 45 deaths that MedAlerts says recovered?

So with that I want to pull over and take a little pop quiz poll, understand there is no hard coded documented formula, so how would you prioritize the event levels?

There are eight levels and self explanatory Death, Perm Disability, hospitalization, ER, OV, and “None of Above”. What isn’t so clear is the order of Life Threatening and Birth Defects? They are both considered severe adverse events so that shortens the priority list.

So now we arrive at my VaersAware and my ethical up-coding of events. On one hand I’m using only the highest event per report method which alone would depress the bar graph because there is no double counting of multiple events per report, but I’m also moving all the cardiac arrest, pulmonary embolism, death, strokes, cancers, miscarriages, etc. out of the lowest level and placing reports in a more appropriate level.

Anybody who uses the dashboard has complete command over reports that have been ethically up-coded, which have not been edited, etc. Considering Providers obligations to file VAERS reports on all administration errors, it’s my opinion there should have been a bucket reserved exclusively for admin errors or the None of Above bucket should be ear marked for admin errors only.

To be specific I’m talking about pure admin errors that did not also generate a additional event like the kid of “inappropriate age” admin error who also died. Although I am not done and will never be able to keep up with the up-coding without some dynamic help, I’m laying out my philosophies here for posterity.

Everything even so much as a bee sting should be recorded at least as an office visit, if we are going to have admin errors comingled with real adverse events. Additionally reading between the lines and knowing a thing or two about medical billing, there is a ton of seemingly low level reports that only record diagnostic imaging and/or lab testing results, and many times just the test/diagnostics have been run without any results.

Looking at symptoms, there are actually test names with a normal, abnormal, increased, decreased, negative, positive designation. If you know about ordering lab tests as an example, you can’t just jump into a LabCorp draw station and order yourself the whole enchilada even if you were paying cash.

There is a short list of CLIA waived tests a patient can self order, but outside of that it’s apart of medical industry racket that a physician needs to order you your tests. Ergo that means an Office Visit.

Shhhee Lemon, if even a Rx refill requires a trip to your PCP (99211) in CPT Evaluation & Management lingo, then a jab with a fever, dizziness or rash should equal an OV level designation as well. Doctors can do a lot of complex stuff out of the office and with the E&M codes running from 99211 to 99215 there can be a lot of complexity involved.

An example is myocarditis, most myocarditis can be diagnosed at the office visit level, but one could argue it might be considered a life threatening event, if not life shortening, if not some percentage of permanent disability.

Sorry UPS driver, you can’t be a driver anymore because you can’t or shouldn’t walk so much or lift so many 25 pound boxes. You better find a desk job and it wouldn’t be unethical to file a report as permanently disabled.

I wonder how many people didn’t know the big picture and have their reports sitting in OV or ER, but they are now some form of disabled? How about now since dead?

Did you know there are thousands of C19 depop shot reports hiding as some other vaccine? Did you know there are thousands of reports for other jabs where people are recording their depop shot they had last month as a concomitant medication?

For this reason my report counts for the C19 depop shot will be higher in terms of unique ID#s aka reports.

I have additional dashboards HERE if you want to see the WYSIWYG unedited data for all vaccines and back to 1990, but a small disclaimer is I still apply my highest priority event level method because I refuse to play that over counting game and beside Medalerts, Wonder, and OpenVAERS already exist for the WYSIWYG stuff.

We we have up-coding, we have 300K additional reports with proper ages applied, we have found over 3,200 death dates and have applied a proper or reasonable death date to reports.

Stay here and stay close because you are watching the evolution of a VAERS data visualization site. It’s a best in town but could be way better. Reminds me of a little quote my old Abuelo told me. He said Albertito, “The sun doesn’t shine on the same dogs ass forever, enjoy it.”.

So now I turn around and shout to the world those same words… The Eagle is coming in hot! God Bless

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