Analysis of a Large Vaccine Injury Survey
One of the unfortunate hobbies I have adopted over the last year has been to observe document and classify adverse reactions to COVID Spike Protein Vaccines.
I spent approximately a year logging them, and during that time found many other individuals I did not know have encountered identical adverse reactions to those that I documented.
Due to an increase in the number of adverse events I was learning of as time moves forward and having less time to further pursue this project, I decided to end this report after one year of results so it could represent what one individual had come across in the first year of the rollout. I primarily did this project because I felt I needed to do something about this problem even if I was relatively powerless as one single human being.
Specifically, my logic was that if it could be established that if one person was encountering enough vaccine injuries to justify pulling the vaccines from the market, then the regulatory bodies that insisted the vaccinations were safe were almost certainly concealing the majority of adverse events that were occurring. Additionally, I also wanted to try and understand why these vaccines were so dangerous and studying a large number of injuries helped in that regard.
Because of this background, I was requested to evaluate the initial results of Steve Kirsch's vaccine injuries survey. Of the 2272 responses (more have been entered since then), 607 were filtered out for occurring within the United States, and the respondent being certain the injury was due to the vaccine. After seeing this list, I realized that some of the entries needed to be turned into multiple entries (as they described multiple individuals) which resulted in 865 entries that were assessed. In the cases of individuals describing large numbers of people they knew who have been injured but not providing specific details on each case, those entries were kept as they were and simply labeled as "Group Reports.“
Because of the magnitude of this task and the need for it to be performed correctly, I recruited two other doctors (who wish to remain anonymous) to help. All of us were in general agreement with how each of us classified the injuries. Because of the time constraints involved, it was not possible for us to contact the individual respondents (with one exception) and we attempted to make the best guess we could on how likely causation was to be present based on all of the information provided.
I suspect almost all of the injuries reported there were linked to the vaccines since they were all adverse events known to occur following spike protein vaccination and the respondents being certain injury was caused by vaccination. However, due to our analysis requiring a certain degree of inference, we prioritized clearly stating how strong a case we felt could be made for causation based upon the data made available to us. Our analysis of the data is shown below:
The above 0 to 5 scale represented the best scale we could create to make sense of the range of adverse reports we received. The scale is as follows:
0=Unsuitable to include within the analysis.
1=Insufficient information to determine an association.
1.5=Likely correlation, but insufficient evidence is present to be certain in that assessment.
2=Likely cause of death.
3=Group cases (if someone knows 7 people who died similarly after vaccination, it is likely at least one died from vaccination).
3.5=Highly likely cause of death but insufficient evidence is present to be certain in assessment.
4=Highly likely cause of death.
4.5=Group cases reported by health care workers or a cause of death that would most likely be evaluated as a highly likely cause of death, although I personally believe clear causation was established.
5=Clear causation established
The primary shortfall in this survey was the amount of information provided by respondents (as it was originally intended to capture the total number of individuals who claimed to have observed an adverse reaction rather than to gather data on the specific adverse reactions and the likelihood of their causation). This resulted in a high variance in the additional information respondents chose to disclose. In later iterations of the survey, more data was requested, and as a result, there was a lower percentage of reports that were assessed to have insufficient information. Evolutions like this in the data gathering or data analysis process are quite common when attempting to make sense of complex datasets.
To more specifically see how the responses broke down (these numbers slightly differ from the above because they were made with a slightly older data set):
Showing this instead as percentages for the fatal events:
In summary, we felt that the majority of deaths reported by the survey respondents were likely due to the vaccinations.
If for some reason I had to present this to the FDA, I would claim the following:
Content of Adverse Event Reports
I feel very fortunate to have been able to read through these reports as they are one of the best data sets I have come across for seeing what a large number of vaccine injuries look like. One of the most compelling aspects of this data set is that the same types of injuries tended to occur, but they appeared in a variety of very different ways. These simultaneous similarities and differences strengthen the argument that causation is occurring. For this reason, I believe that if outside physicians were to observe the data set, it would be persuasive in suggesting vaccine injuries are occurring and provide education on what to look for (as it is often very difficult for doctors to recognize medical conditions they have not been trained to identify and patterns or clusters are immensely helpful in this process).
Most of the injuries I saw reported here overlapped with the ones I encountered and documented within my own adverse event log. Additionally, there were dozens of respondents (primarily healthcare workers) who had observed a large number of individuals with vaccine injuries; meaning that my experience is not at all unique. The most commonly reported injuries were as follows:
•Strokes and blood clots.
•Fatal heart attacks and less frequently myocarditis or heart failure.
•Cancers that often emerge spontaneously, shock the doctor, and were highly aggressive (frequently killing the individual).
•Sudden severe cases of COVID-19.
•Cases of sudden death (i.e. a wife heard a thump upstairs, ran up, and found her husband dead on the floor).
•Rapid progression towards dementia in an elder relative (typically resulting in a diagnosis of Alzheimer's disease, although in one case Lewy body dementia occurred).
•Other neurological conditions
One thing I have noticed in reviewing reports of adverse reactions to vaccines is that a large number of them go underreported (even within these reporting surveys) because they represent common diseases people develop rather than something very noteworthy. For example, I believe new autoimmune diseases or exacerbation of pre-existing autoimmune diseases are the most common adverse event that occurs following vaccination, as that seems to be the case for around 20-40% of the patients in many rheumatology practices (see this testimony for example) and this report of a survey conducted by the Israel ministry of health.
However, despite this being the case, I only saw a few reports of autoimmune conditions resulting from the mRNA vaccines within these survey responses. This is relevant because adverse reactions always distribute on a bell curve and the more extreme ones, therefore, are much rare than the less severe. ones. This means the adverse reactions that are noteworthy enough for someone to notice and share likely only represent the tip of the iceberg for adverse events occurring. A recent article showing there has been a 10% spike in disability within the US population so far is the best dataset I have come across to suggest something very concerning on a more chronic level throughout the population is happening.
Many of these cases were very sad, and it is difficult to even begin to imagine what the survey respondents had gone through during this process. Cancer is a particularly terrible disease given the death process associated with it, and despite coming across numerous cases of this happening, I was a bit surprised at how frequently respondents reported these cases. I likewise can understand why continually seeing these types of reports has motivated Steve Kirsch to spend every waking moment he has to bring attention to this issue.
Other conditions were less commonly reported. I took particular note of the following:
•Seven cases of liver failure (or something similar), along with additional cases of cancers rapidly metastasizing to the liver and causing liver failure.
•Six Reports of Lou Gehrig's disease (also known as ALS)
•Three Reports of Fatal Prion Diseases (two of which were specified to be CJD, the third most likely was as well).
•A few reports of birth defects in vital organs with ACE-2 receptors such as the heart (it is harder to draw a correlation here since those defects sometimes happen otherwise, but given that I know one case where this almost certainly happened, I suspect these may have been linked as well).
I learned a few major lessons from these reports.
The first is that one respondent made it very clear he and another individual had had a mild Covid infection they were dealing with, but once they became vaccinated, the infection went out of control and rapidly landed them in the hospital. I have been trying to come up with an explanation for a while over why it is so common to see individuals be vaccinated and then rapidly be hospitalized or died from severe Covid. I now suspect that being vaccinated while you are infected alters the immune response and makes COVID much more likely to progress towards being a fatal condition. This is unfortunate because those deaths are often used to justify the urgency of vaccinating.
The second one was that ALS is both a horrible horrible horrible disease and a highly unusual condition that typically develops in 1.8 to 2 people per 100,000 per year. Before this report where 6 cases were observed to rapidly onset following mRNA vaccination, I also observed it happen to a colleague and a few other doctors I know have colleagues or medical students within their institution who also developed it following mRNA vaccination. Before the Covid vaccinations, the only thing I knew of that was associated with developing ALS were the anthrax vaccinations and individuals exposed to a biowarfare experiment that preceded the anthrax vaccination campaign which occurred within the Texas prison system.
After I realized this, I discussed the subject with the scientist who researched the problem extensively, and he thought that when certain forms of immune suppression occur (which appears to be an effect of the mRNA vaccines or COVID infections), latent bacterial infections (specifically highly unusual mycoplasma) present within the body can activate and one of the things those bacteria were best known for was causing ALS. Additionally, when the unusual mycoplasma was looked for by one group, they were found to be present in COVID-19.
This scientist was frequently able to treat ALS with antimicrobial agents targeted to these mycoplasma (typically using doxycycline although the entire protocol is a bit more complicated-for example you can use azithromycin short term). Since ALS is otherwise untreatable-the existing therapies do very little (and on the alternative end I only know of a few out-of-the-box things that somewhat help), I felt that the antibiotic approach may deserve some consideration.
All of this is particularly compelling given that these are the two antibiotics that have been very helpful in treating COVID-19 (it is not well known, but some of the later variants responded better to doxycycline than the more commonly used azithromycin). I have also spoken with readers on here who said the doxycycline protocol was life-changing for them after their families developed Gulf War syndrome (which is why I looked into all of this in the first place).
The third is that prion diseases are incredibly rare. The fact that three or reported within this survey is incredibly concerning to me. Shortly before he passed, Luc Montagnier published a case report of 26 cases of CJD following vaccination. This disease is classically expected to occur in approximately one in a million people (this is one case where the one in a million statistic is actually accurate). The fact this was reported by approximately 0.5% of the survey respondents is very very very concerning. CJD also normally takes over a decade to develop, so it is even more worrisome that many cases have already emerged.
Lastly, I had heard that the Covid vaccines cause liver failure to occur, but I have not personally encountered this so it was educational to read descriptions other people have witnessed. At this point, I think one potential explanation for liver failure is it being a consequence of blood clots within the body and another is that a hyperinflammatory process frequently occurs in the liver due to spike protein exposure (oddly enough statins, drugs I typically do not use, may help with this). There were also numerous reports of kidney failure occurring after vaccination, but no additional details were provided, so it was difficult for me to discern anything from those cases.
Lastly, to conclude this article, I will share a few of the reports from the respondents. While I wish I could share many more of these tragic stories, as many of them are similar, I primarily focused on unique and noteworthy ones:
The most interesting one came from a doctor who knew a lot about a participant in Moderna’s vaccine trial, who after being vaccinated, developed severe COVID-19 with blood clots in his lungs (which can only be determined by getting a CT scan at the hospital). When I reviewed Moderna’s trial report, I found there were no reports of a vaccine recipient being hospitalized (see page 40). As this suggested data fraud occurred, I reached out to the party that submitted this report (due to time constraints, this was the only respondent we contacted).
He confirmed my conclusion was accurate, and that the principal investigator failed to document the report (Pfizer’s lead investigator did the same thing). Moderna also failed to reveal critical information about the vaccine, so as a result the rest of the medical staff who worked with the patient were largely blind to what happened to this patient because they assumed the vaccine could not cause harm. I am going to find out if this doctor is willing to publicly go on record with the details they shared with me and will provide an addendum when this happens.
Within a week or two after he got the vaccine started complaining about his heart feeling weird not only that he also said that he could feel 5G radiation in his body when he would go by the 5G Towers then he went to the doctor several times because he felt like he was having a heart attack he ended up having a heart attack in his sleep.
Assuming this is true (which due to the extraordinary nature of the claim I will have to maintain an agnostic perspective on), it raises a lot of questions over the actual effects of the COVID-19 vaccinations. When microwave radiation has been researched in the past (there is a lot of data on the adverse effects of EMFs), the heart, brain, and testicles have found to be the most sensitive tissue in the body.
The person I knew who died was well enough to be involved in a meeting two days before his death. He had reportedly even traveled somewhere within the state where he was the day before his death. He reportedly died suddenly of a heart attack. He had reportedly had two COVID-19 regular injections and one or two booster shots. If he indeed did have the second booster shot, I believe that that is the one that was the final straw to his health, to trigger the heart attack. Also, someone who knew him well said that the deceased came to the friend in a dream the morning after the death and told his friend that "They" had killed him.
If there is a spiritual component to this disease, this is one of the best examples I have seen so far. One author, Rupert Sheldrake, in The book Dogs Who Know When Their Owners Are Coming Home has also provided evidence of pet owners viscerally experiencing the death of their pet when they have separated far away from them.
My husband and I both agreed we would not get the vaccine but unknown to me My husband got the vaccine on Jan 17th 2022. I do know his job was pressuring him but I think he gave in to keep his job. March 11 without any warning he suddenly passed away while watching TV. The next day I found a Pic of his vaccine card on his phone. The coroner asked if he had the vaccine then proceeded to tell me he died of heart disease. My husband was in good health until January 17th. I'm so very angry at our government and at him....sorry for the long comment.
There isn't really anything I can add to the above statement.
I witnessed scores of vaccine injuries as a coordinator in an ER since March 2021. The number of chest pain, strokes, seizures, blood clots, falls, Bells Palsy, vision issues, ear issues, full body rashes, skin blistering has been off the 'normal' charts since then. I quit that position because in one year, since the vaccines rolled out, no provider or nurse even uttered the phrase 'vaccine injury' while discussing these strange conditions. I felt like I was a part of a crime. When I talked to my director about it, she told me I needed to 'stay in my lane' and that 'because I wasn't a doctor, making these observations wasn't in my purview.' The experience was surreal, sad and completely sobering.
Likewise, there isn't really anything I can add to this one.
"Also, my husband’s good friend’s mother was a happy healthy 95 year old in assisted living, cognitively well, playing bridge with friends. She got vaxxed last year, got “Covid” soon after, and died. Doctor said “Good thing she was vaxxed. Could have been a lot worse.” (I kid you not).
Other respondents have also reported doctors behaving in an identical manner.
I know he was 47’years old, and was forced to get triple vaxxed before a transplant surgery. He refused the vax before. But he was desperate for the organ transplant surgery. Surgery was very successful, but he died days later in his sleep from a heart attack. No history or evidence of heart disease.
This is one of the reasons why I think it is so messed up patients are forced to vaccinate to be able to get a “life-saving transplant.” There was also another case of a patient who was forced to be vaccinated to receive their pain medications and then died. Although I disagree with the argument, I understand the medical rationale vaccine believers use to justify forcing transplant recipients to vaccinate (organs are a limited resource so they should be prioritized for those who take the best care of their health and have the highest likelihood of survival). However, I cannot identify any medical basis for why a chronic pain patient who will go into withdrawal from not receiving opioids requires a vaccination to receive that prescription.
16 personal acquaintances suddenly and tragically dead in the last 18 months or so, from ages 28-74. All but two were very healthy. I've never lost this many people in such a short time in my 54 years on this planet as I have since the shots. Strokes, heart attacks, sudden onsets of cancer, as in no cancer and two months later dead of cancer. A couple of these were yelling at others to get the shot, if you didn't you were a 'bad citizen' and an irresponsible human who doesn't care about others; now they are dead fools. The information is out there, you can get Pfizer's documents off government websites. So while the shot is a problem, the cause of death is the pandemic of willful ignorance.
One of my favorite lines in the Bible is Jesus Christ while on the cross saying “Father forgive them for they know not what they do.” I try my best to always keep this in mind for the rank and file members of my profession as I observe the catastrophe unfolding in front of us with these vaccinations.
Lastly, I woke up this morning and discovered this substack had passed 10,000 subscribers (4.5 months in) I never expected this type of growth to occur and I sincerely appreciate the support I have received from this platform which has made all of that possible.
*I sincerely apologize for the typos that were in this when I initially sent this out-for some reason an older version was sent out. Significant additions are also present within this version.
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thank you for your work in analyzing the data from Steve’s surveys... the truth is a thorn in their side.