Baloney Inspection Report: Claim #1087 · Inspected Sep 30, 2026, 3:27 PM PDT · Scoring model v2

Zombie Baloney99%

“Covid vaccines caused a tripling of miscarriage and cancer rates and a tenfold rise in neurological conditions.”

99%Zombie Baloney — Refuses To Die
DEAD. BURIED. STILL SHAMBLING AROUND.
Repeatedly debunkedNo credible evidenceRefuses to dieLives on in delusion
Super Fresh Truth
Fishy Baloney
Stinky Baloney
Rotting Baloney
Radioactive Baloney
Zombie Baloney

✓ BLIND VALIDATION CONFIRMED THIS SCORE

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The Verdict

“Covid vaccines caused a tripling of miscarriage and cancer rates and a tenfold rise in neurological conditions.”99% Zombie Baloney — Refuses To DieVerified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/covid-vaccines-caused-a-tripling-of-miscarriage-and-cancer

The Rating Card

99% Zombie Baloney card for this claim

The Baloney Sampler

The reports found the claimed 3x/3x/10x figures came from Thomas Renz’s 2022 DMED presentation, not valid population evidence. Defense Health Agency said 2016–2020 DMED data were underreported, making 2021 look like a spike; after correction the spike vanished. VAERS-style reports exist, but VAERS says passive reports are unverified, lack denominators and controls, and cannot establish rates or causation.

Better evidence goes the other way. JAMA, NEJM and CDC pregnancy data found miscarriage rates in expected background ranges, not a tripling. The National Cancer Institute and cancer-registry evidence found no vaccine-linked cancer tripling. Nature Medicine and the Global Vaccine Data Network found only rare, specific neurological safety signals, far below a tenfold population rise; infection carried higher neurological risks in the cited Nature Medicine work.

Resting on U.S. Centers for Disease Control and Prevention · Journal of the American Medical Association · National Cancer Institute · Nature Medicine

Other ways to slice it — phrasings that might have changed the rating

  1. “Adenovirus-vector COVID-19 vaccines were associated with a small increased risk of Guillain-Barré syndrome.” The reports found credible CDC/ACIP and large-surveillance evidence for rare GBS signals after specific vector vaccines, not a tenfold rise in neurological conditions overall.
  2. “COVID-19 vaccination during or before pregnancy did not increase miscarriage risk above expected background rates.” The reports cited JAMA, NEJM, CDC, registry and meta-analysis evidence finding miscarriage rates within expected ranges rather than a tripling.
  3. “The January 2022 DMED military-database presentation initially appeared to show large 2021 increases in miscarriages, cancers and neurological diagnoses before baseline-data errors were identified.” The reports found the specific numbers traced to DMED, but the Defense Health Agency attributed the apparent spike to underreported 2016–2020 baseline data rather than vaccination.

Written from the panel’s reports by OpenAI · gpt-5.5. Nothing here changed the score.

The Order Ticket

22:27:03CLAIM RECEIVED — QUEUED FOR INSPECTION✓
22:28:19claude-opus-5 REPORTED — SCORE 99, CONFIDENCE 95✓
22:28:01gpt-5.5 REPORTED — SCORE 96, CONFIDENCE 94✓
22:27:42gemini-3.1-pro-preview REPORTED — SCORE 99, CONFIDENCE 98✓
22:27:15sonar-pro REPORTED — SCORE 97, CONFIDENCE 93✓
22:28:59grok-4.6 REPORTED — SCORE 84, CONFIDENCE 82✓
22:29:47PRIMARY MASTER CHATGPT — SCORE 99✓
22:29:07BLIND VALIDATION CLAUDE — SCORE 99✓
22:30:05AGREEMENT CONFIRMED — DELTA 0✓
22:30:05SCORING MODEL V2 — MEDIAN OF 5 COUNTED LAB SCORES: 99, 96, 99, 97, 84 → 97. ZOMBIE RULE: THE PRIMARY MASTER FLAGS A LONG DEBUNK HISTORY, THE BLIND MASTER SCORES 99, THE COUNTED MEDIAN IS 97 — PUBLISHED AS 99.✓
22:30:05SOURCE RULE — LABS CITED 32 SOURCES: 0 DISCARDED FOR HAVING NO URL, 5 DISCARDED AS DEAD LINKS (404/410), 13 COULD NOT BE OPENED BY US AND ARE MARKED UNVERIFIED.✓
22:30:05SOURCE RULE — PRIMARY MASTER RULED ON 20 SOURCES: 0 DISCARDED FOR HAVING NO URL, 0 DISCARDED AS DEAD LINKS, 9 MARKED UNVERIFIED, 11 VERIFIED.✓

How This One Was Sliced

Station 1 · Blind Inspection — Five Graders, Zero Peeking

Each lab scored the claim independently, without seeing the others. Open a breakdown for its evidence, its sources, and how sure it was.

Anthropic · EQUAL WEIGHT · 75.6s

claude-opus-5

99%BALONEY

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • The claim traces to January 2022 testimony organized by attorney Thomas Renz, who presented Defense Medical Epidemiology Database (DMED) queries allegedly showing ~300% increases in miscarriages and cancer diagnoses and roughly 1,000% increases in neurological diagnoses among U.S. service members in 2021 versus the 2016-2020 average — the only quasi-'data' basis ever offered for the specific 3x/3x/10x figures.
  • Passive reporting systems (VAERS, Yellow Card, EudraVigilance) contain large numbers of reports of miscarriage, cancer and neurological events following COVID-19 vaccination; these raw reports are unverified and uncontrolled, but are frequently cited as support for the claim.
  • Some genuine, rare neurological and cardiac adverse events are established: Guillain-Barré syndrome after adenovirus-vector vaccines (Janssen/AstraZeneca) and myocarditis/pericarditis after mRNA vaccines in young males. Large multinational surveillance (Global Vaccine Data Network, 99 million people) also found small observed-to-expected increases for GBS, cerebral venous sinus thrombosis and ADEM after specific vector vaccines — real signals, though orders of magnitude below a 'tenfold rise' in neurological conditions overall.
  • Rates of miscarriage and cancer are genuinely difficult to measure in real time, and diagnosis/reporting of many conditions did shift after 2020 because of pandemic-era disruption in screening and care — a confounder that claim proponents invoke.
Evidence against the claim
  • The DMED figures were an artifact of a database error, not a vaccine effect: the Defense Health Agency stated that 2016-2020 records in DMED had been under-reported due to a data corruption/transfer problem, so the 2021 'spike' was an illusion created by an artificially low baseline. After the data were corrected and reloaded, the apparent increases disappeared. This was acknowledged by the DoD in February 2022 and reported by multiple fact-checkers and outlets.
  • Miscarriage: prospective and registry studies find no increase. The NEJM v-safe pregnancy registry analysis (Shimabukuro et al., 2021) found spontaneous abortion rates within the expected 10-26% background range; a Norwegian registry study (Magnus et al., NEJM 2021) found no association between vaccination and first-trimester miscarriage (adjusted OR ~0.9-1.0); case-control work in the U.S. Vaccine Safety Datalink reached the same conclusion. No study anywhere reports a tripling.
  • Cancer: there is no established biological mechanism by which mRNA or vector COVID vaccines cause cancer, and national cancer registries (e.g., U.S. SEER/NCI, UK, Nordic registries) show no tripling of incidence after 2021. Cancer incidence changed by single-digit percentages, with a dip in 2020 from missed screening followed by catch-up diagnoses — the opposite pattern from a vaccine-caused epidemic. A tripling of cancer would be one of the largest public-health events in history and impossible to hide in registry or mortality data.
  • Neurological: large cohort and self-controlled studies covering tens of millions of people found either no increase or small absolute increases for specific rare conditions (e.g., GBS excess of roughly 1-4 cases per million doses of adenovirus-vector vaccine). Population-level neurological disease incidence did not rise tenfold anywhere. mRNA vaccines have generally not shown a GBS signal.
  • The claim aggregates three separate outcomes with a single causal explanation and no cited dataset, no denominator, and no comparison group — the hallmark of an ecological/temporal-correlation error. All-cause mortality and disability trends in highly vaccinated countries are inconsistent with harms of the magnitude alleged.
  • Independent fact-checks (Reuters, AP, PolitiFact, FactCheck.org, Full Fact) reviewed the DMED claim in 2022 and rated it false or unsupported; the claim has continued to recirculate essentially unchanged, including in 'turbo cancer' variants that have also been examined and found unsupported.
How sure this lab was

95/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

New England Journal of Medicine (Shimabukuro et al., CDC v-safe pregnancy registry)journal · 93 · New England Journal of Medicine (Magnus et al., Norwegian Institute of Public Health) — Covid-19 vaccination and first-trimester miscarriagejournal · 93 · Vaccine / Global Vaccine Data Network — adverse events of special interest in 99 million vaccinated peoplejournal · 90 · U.S. National Cancer Institute, SEER Cancer Stat Facts (all cancer sites incidence trends)gov · 95 · VAERS (CDC/FDA) — data and disclaimer on interpreting passive reportsgov · 88 · U.S. Centers for Disease Control and Prevention — COVID-19 vaccination in pregnancygov · 88

OpenAI · EQUAL WEIGHT · 58.0s

gpt-5.5

96%BALONEY

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • VAERS and other passive adverse-event systems contain reports of miscarriages, cancers and neurological problems after COVID-19 vaccination, but VAERS itself warns that reports may be coincidental, incomplete or unverified and cannot be used to calculate rates or prove causation.
  • There is credible evidence for rare neurological adverse events after some COVID-19 vaccines: for example, CDC/ACIP found an elevated Guillain-Barré syndrome reporting rate after the Janssen vaccine, and a Nature Medicine self-controlled case-series found small absolute increases in certain neurological outcomes after vaccination. This supports a much narrower claim of rare risks, not a tenfold overall rise.
  • I found no reliable population-level evidence supporting the specific numerical claims that COVID vaccines tripled miscarriage rates, tripled cancer rates, or caused a tenfold rise in neurological conditions.
Evidence against the claim
  • Miscarriage: A large Vaccine Safety Datalink study in JAMA found no increased odds of spontaneous abortion after COVID-19 vaccination during pregnancy; the adjusted odds ratio was about 1.02, not a tripling.
  • Miscarriage: NEJM v-safe pregnancy registry surveillance found pregnancy outcomes after mRNA vaccination broadly similar to expected background rates and did not identify a miscarriage safety signal.
  • Cancer: The U.S. National Cancer Institute states there is no evidence that COVID-19 vaccines cause cancer, make cancer recur, or make cancer more aggressive. The claim of a tripling of cancer rates is not supported by cancer authorities or credible epidemiologic data.
  • Neurological conditions: Large vaccine-safety surveillance studies did identify rare adverse events, but not a tenfold general increase in neurological conditions. JAMA Vaccine Safety Datalink surveillance of millions of mRNA-vaccine recipients did not find broad serious safety signals for monitored outcomes.
  • Neurological conditions: The Nature Medicine study found the absolute excess risks after vaccination were small and that SARS-CoV-2 infection itself was associated with substantially higher neurological risks than vaccination for several outcomes.
  • The statement combines three sweeping causal and quantitative claims without specifying population, time period, vaccine type, baseline rates, or case definitions; the best available high-quality evidence contradicts the miscarriage and broad neurological claims and provides no support for a cancer-rate tripling.
How sure this lab was

94/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

VAERS/HHSgov · 80 · JAMAjournal · 94 · New England Journal of Medicinejournal · 92 · National Cancer Institutegov · 92 · JAMAjournal · 93 · Nature Medicinejournal · 93 · CDC MMWRgov · 90

Google · EQUAL WEIGHT · 39.0s

gemini-3.1-pro-preview

99%BALONEY

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • The specific figures in this claim (tripling of cancer/miscarriages and a tenfold rise in neurological conditions) originate from a January 2022 panel hosted by U.S. Senator Ron Johnson. During the panel, attorney Thomas Renz presented data pulled from the Defense Medical Epidemiology Database (DMED).
  • The raw DMED data queried at the time showed an apparent 300% increase in cancer and miscarriages, and an approximately 1,000% increase in neurological diagnoses among U.S. military personnel in 2021 compared to the average of the previous five years (2016-2020).
  • Advocates of this claim also frequently cite unverified, self-reported data from the Vaccine Adverse Event Reporting System (VAERS) to allege widespread increases in these conditions post-vaccination.
Evidence against the claim
  • The Department of Defense (DoD) investigated the DMED anomalies and confirmed that a database glitch caused a massive underreporting of medical conditions for the years 2016 through 2020. Because the 2016-2020 baseline data was artificially and erroneously low, the accurate 2021 data created the statistical illusion of a massive spike, when in reality 2021 numbers were consistent with normal historical levels.
  • Extensive, peer-reviewed epidemiological studies analyzing hundreds of thousands of pregnancies have conclusively shown that COVID-19 vaccination does not increase the risk of miscarriage (spontaneous abortion).
  • Global cancer registries and long-term safety monitoring by agencies like the CDC, FDA, and European Medicines Agency (EMA) show zero evidence that COVID-19 vaccines cause, accelerate, or increase the rates of cancer.
  • While some extremely rare neurological side effects (such as Guillain-Barré syndrome associated with viral vector vaccines) have been documented, there is no tenfold rise in neurological conditions. Medical studies consistently demonstrate that a COVID-19 infection carries a significantly higher risk of neurological complications than the vaccines.
How sure this lab was

98/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

Journal of the American Medical Association (JAMA)journal · 95 · New England Journal of Medicinejournal · 95

Perplexity · EQUAL WEIGHT · 12.5s

sonar-pro

97%BALONEY

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • Some early reports using CDC v-safe pregnancy-registry data produced a 12.6% miscarriage figure among 827 completed pregnancies, and critics argued that this denominator could make the rate appear misleadingly low or high; however, this is not evidence of a tripling relative to the background rate. Reuters reported that the relevant estimate among pregnancies vaccinated in the first or second trimester was about 3.65% under one calculation, while later CDC analysis estimated the cumulative risk at about 12.8%, within the expected range.[https://www.reuters.com/article/fact-check/data-from-a-study-does-not-conclude-that-over-80-of-pregnancies-end-in-miscarri-idUSL1N2OX1WL/]
  • A 2024 case-crossover study reported mixed stratified results and a non-statistically significant adjusted odds ratio of 1.65 for miscarriage, with a confidence interval spanning no effect; this does not establish a tripling.[https://www.nature.com/articles/s41598-024-57880-8]
  • The claim may draw on temporal or ecological observations about cancer diagnoses or neurological conditions, but such observations cannot establish that vaccination caused those outcomes, and no cited evidence demonstrates the claimed threefold or tenfold increases.
Evidence against the claim
  • The CDC reported that its analysis of nearly 2,500 pregnant people who received an mRNA vaccine before 20 weeks found no increased miscarriage risk; the approximately 13% cumulative risk was similar to the established background estimate of roughly 11–16%.[https://archive.cdc.gov/www_cdc_gov/media/releases/2021/s0811-vaccine-safe-pregnant.html]
  • A large prospective cohort study published in Human Reproduction found that COVID-19 vaccination before conception was not associated with an increased miscarriage rate.[https://academic.oup.com/humrep/article/38/12/2362/7326030]
  • A systematic review and meta-analysis reported a pooled miscarriage rate of 9% among 123,185 vaccinated women, consistent with expected rates and not evidence of a tripling.[https://pmc.ncbi.nlm.nih.gov/articles/PMC10152171/]
  • The CDC states that studies involving more than one million pregnant women found no increased health risks for pregnant people or their babies from vaccination before or during pregnancy.[https://www.cdc.gov/covid/vaccines/pregnant-or-breastfeeding.html]
  • FactCheck.org found that the apparent miscarriage claim resulted from misinterpreting the v-safe denominator and reported that the age-adjusted cumulative risk was 12.8%, within the expected range.[https://www.factcheck.org/2021/07/cdc-data-thus-far-show-covid-19-vaccination-safe-during-pregnancy/]
  • FactCheck.org reported that there is no evidence linking COVID-19 vaccination to increased cancer risk.[https://www.factcheck.org/2024/05/still-no-evidence-covid-19-vaccination-increases-cancer-risk-despite-posts/]
  • Reuters reported that there is no evidence of a causal link between COVID-19 vaccines and increased cancer cases; it also noted that increases in cancer diagnoses among younger adults predated the vaccines.[https://www.reuters.com/fact-check/rise-under-50s-cancer-diagnoses-predates-covid-19-vaccines-2025-01-20/]
  • Reuters fact-checked claims that COVID-19 vaccines caused increased cancer and found no supporting evidence.[https://www.reuters.com/article/fact-check/no-evidence-covid-19-vaccines-have-caused-increase-in-cancers-contrary-to-claim-idUSL1N2UM24J/]
  • The retrieved evidence contains no credible epidemiological study, government assessment, or fact-check establishing a tenfold increase in neurological conditions caused by COVID-19 vaccination. The absence of such evidence, together with the lack of a plausible demonstrated population-level signal of that magnitude, weighs strongly against the neurological component of the claim.
How sure this lab was

93/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

U.S. Centers for Disease Control and Preventiongov · 98 · U.S. Centers for Disease Control and Preventiongov · 98 · Human Reproduction / Oxford Academicjournal · 96 · National Library of Medicine, systematic review and meta-analysisjournal · 94 · Scientific Reports / Nature Portfoliojournal · 90 · FactCheck.orgfactcheck · 93 · FactCheck.orgfactcheck · 93 · Reutersnews · 94 · Reutersnews · 94 · Reutersnews · 92

xAI · EQUAL WEIGHT · 115.8s

grok-4.6

84%BALONEY

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • VAERS and similar passive reporting systems contain post-vaccination reports of miscarriage, cancers, and neurological diagnoses that some commentators treat as evidence of large causal increases.
  • A minority of preprints, alternative-health analyses, and social-media interpretations of insurance or excess-mortality data have been cited as showing temporal associations after rollout.
  • Theoretical arguments about spike protein, inflammation, or lipid nanoparticles have been offered as biological plausibility by proponents.
Evidence against the claim
  • Large pregnancy registries and cohort studies (v-safe, Vaccine Safety Datalink and similar) found miscarriage rates after mRNA vaccination consistent with the well-established 11-20% background rate, not a tripling.
  • National cancer registries and vital-statistics systems show no tripling of overall cancer incidence coinciding with vaccination campaigns; observed changes are far smaller and largely explained by pandemic disruptions to screening.
  • Population surveillance of neurological conditions shows no tenfold rise; documented vaccine-associated neurological events (e.g., rare GBS with certain products) occur at orders of magnitude below a population-wide tenfold increase.
  • COVID-19 infection itself carries higher documented risks of miscarriage, stillbirth, and neurological complications than vaccination.
  • Ongoing pharmacovigilance by CDC, FDA, EMA and WHO has not identified signals supporting the claimed magnitudes or causation.
How sure this lab was

82/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

New England Journal of Medicinejournal · 95 · CDC/FDA VAERSgov · 80

Station 2 · The Masters

Primary Master · drawn at random

gpt-5.5

99% BALONEY

I weighted the strongest evidence as large population studies, vaccine-safety surveillance systems, cancer-registry evidence, and official pharmacovigilance findings. Those sources consistently contradict the statement as written: miscarriage rates after vaccination were within expected background ranges, cancer authorities and registries do not show a vaccine-linked tripling, and neurological safety signals are rare, specific events rather than a tenfold population-wide rise. The main numerical support for the claim traces to the DMED military-database presentation in January 2022, but the evaluators reported that the apparent spike was caused by underreported 2016-2020 baseline data, making the 2021 comparison invalid. I accepted VAERS and similar passive-reporting systems only for the limited fact that reports exist; I discounted their use as proof of incidence or causation because they lack verified diagnoses, denominators and controls. The statement is not merely exaggerated; its specific figures are unsupported and contradicted by better evidence.

All five evaluators agreed that the claim is false or unsupported. Reports 1 and 5 emphasized the DMED origin and the later correction of the database anomaly; Reports 2 and 3 supplied the strongest study-level evidence on miscarriage, cancer and neurological outcomes; Report 4 assigned a lower score but still found the claim overwhelmingly contradicted by registries and surveillance. The only real difference was severity: four evaluators scored it in the high-radioactive to zombie range, while one scored it as still highly false but less definitively zombie.

ZOMBIE FLAG: TRUE — DEBUNK HISTORY ON RECORD

Blind Validation Master · never saw the Primary’s work

claude-opus-5

99% BALONEY

All five reports converge: the specific 3x/3x/10x figures trace to Thomas Renz's January 2022 DMED presentation at Ron Johnson's panel, and the Defense Health Agency established that the apparent spike was an artifact of under-reported 2016-2020 baseline data; once corrected, the increases vanished. Independently, high-quality evidence contradicts each component: large pregnancy cohorts and registries (VSD JAMA aOR ~1.02, NEJM v-safe, Norwegian registry, meta-analysis of 123,185 vaccinated women, CDC studies of >1 million pregnancies) show miscarriage rates within the 11-20% background range; national cancer registries (SEER, UK, Nordic) show no tripling of incidence, with changes in the single-digit percentages driven by pandemic screening disruption; and neurological surveillance covering tens of millions to 99 million people found only small absolute excesses for rare specific conditions (GBS ~1-4 per million adenovirus-vector doses, CVST, ADEM) — orders of magnitude below a tenfold population rise. Harms of the alleged magnitude would be unmissable in mortality and registry data. The only supporting material is unverified passive VAERS reports and temporal/ecological correlation. Four of five evaluators recommended 96-99, and the claim has been repeatedly debunked by multiple fact-checkers since 2022 yet continues to circulate essentially unchanged, including in 'turbo cancer' variants — the defining profile of Zombie Baloney. It also carries real potential for public-health harm.

AGREEMENT TEST PASSED — BOTH MASTERS SCORED 99% · BLIND VALIDATION CONFIRMED THIS SCORE · NO RE-EVALUATION REQUIRED

How the number was reached · scoring model v2 · how our models work

  • Median of 5 counted lab scores: 99, 96, 99, 97, 84 → 97.
  • Zombie rule: the Primary Master flags a long debunk history, the Blind Master scores 99, the counted median is 97 — published as 99.

The Evidence

Evidence offered for the claim

  • DMED spike DEBUNKED — The specific 3x miscarriage/cancer and 10x neurological figures trace to January 2022 claims about Defense Medical Epidemiology Database queries among U.S. service members. The panel evidence says that baseline years 2016-2020 were underreported because of a data problem, so the 2021 comparison created an artificial spike rather than a vaccine effect.
  • Passive reports DEBUNKED — VAERS, Yellow Card and EudraVigilance contain post-vaccination reports of miscarriage, cancer and neurological events. The panel treated those as evidence that reports exist, not as evidence of rates or causation, because passive systems are unverified, uncontrolled and lack reliable denominators.
  • Rare neurological events DEBUNKED — Some genuine neurological safety signals have been documented, including Guillain-Barré syndrome after adenovirus-vector vaccines and small observed-to-expected increases for specific events in large surveillance. These are rare, product-specific signals and do not support a tenfold rise in neurological conditions overall.
  • Temporal and theoretical arguments DEBUNKED — Proponents cite temporal associations, pandemic-era changes in diagnosis and theoretical mechanisms involving spike protein or lipid nanoparticles. The evaluators found these insufficient to show the claimed causal increases, especially against registry and cohort evidence.

Evidence against the claim

  • Miscarriage studies CDC, v-safe, Vaccine Safety Datalink, NEJM, JAMA, Human Reproduction and meta-analysis evidence found miscarriage rates after COVID-19 vaccination consistent with expected background rates, with no tripling.
  • Cancer evidence The National Cancer Institute, SEER and Reuters/FactCheck.org reviews found no evidence that COVID-19 vaccines cause cancer, recurrence, aggressive cancer or a tripling of cancer incidence; registry changes were far smaller and affected by screening disruption.
  • Neurological surveillance Large safety studies found either no broad serious neurological signal or small absolute increases for specific rare conditions. The panel found no credible epidemiological evidence of a tenfold population-level rise.
  • Invalid denominator The DMED comparison used an artificially low 2016-2020 baseline, making the 2021 numbers look inflated. Once the data problem was recognized, the specific numerical foundation of the claim collapsed.
  • Causation gap The statement combines three different outcomes without specifying population, vaccine type, time period, baseline, case definitions or a controlled comparison group, which makes the sweeping causal claim unsupported.

Sources · Reliability · Why Accepted or Discounted

SourceTypeReliabilityRuling
Journal of the American Medical Associationunverifiedjournal95ACCEPTED — High-quality peer-reviewed Vaccine Safety Datalink evidence directly relevant to miscarriage risk after COVID-19 vaccination.
New England Journal of Medicineunverifiedjournal95ACCEPTED — Peer-reviewed v-safe pregnancy-registry surveillance cited by multiple evaluators; useful for pregnancy-outcome rates and safety-signal assessment.
Reutersunverifiednews92ACCEPTED — Credible fact-check explaining misinterpretations of v-safe miscarriage denominators and placing the estimate within expected ranges.
Scientific Reports / Nature Portfoliojournal90ACCEPTED — Peer-reviewed study relevant to miscarriage analysis; its mixed and non-statistically significant result does not establish the claimed tripling.
U.S. Centers for Disease Control and Preventiongov98ACCEPTED — Official CDC summary of analysis of vaccination before 20 weeks of pregnancy, directly addressing miscarriage risk.
Human Reproduction / Oxford Academicunverifiedjournal96ACCEPTED — Peer-reviewed prospective cohort evidence on vaccination before conception and miscarriage risk.
National Library of Medicine / Systematic Review and Meta-analysisjournal94ACCEPTED — Aggregated peer-reviewed evidence on miscarriage among vaccinated women, useful for assessing whether rates exceed expected background levels.
U.S. Centers for Disease Control and Preventiongov98ACCEPTED — Official CDC pregnancy-vaccination guidance summarizing large safety studies; directly relevant to the miscarriage component.
FactCheck.orgfactcheck93ACCEPTED — Credible fact-check explaining the v-safe denominator issue and the expected miscarriage-risk range.
FactCheck.orgfactcheck93ACCEPTED — Credible review of cancer claims; useful for evaluating the alleged vaccine-cancer link.
Reutersunverifiednews94ACCEPTED — Credible fact-check noting that some cancer trends predated COVID-19 vaccination and do not establish vaccine causation.
Reutersunverifiednews94ACCEPTED — Credible fact-check directly addressing claims that COVID-19 vaccines caused increased cancers.
VAERS / HHSgov80ACCEPTED — Accepted for VAERS' own description and limitations of passive reports; not accepted as evidence of incidence rates or causation.
National Cancer Institutegov92ACCEPTED — Authoritative cancer source stating that evidence does not show COVID-19 vaccines cause cancer, recurrence or aggressive disease.
Journal of the American Medical Associationunverifiedjournal93ACCEPTED — Peer-reviewed vaccine-safety surveillance of millions of mRNA vaccine recipients; relevant to broad serious safety signals.
Nature Medicinejournal93ACCEPTED — Peer-reviewed self-controlled case-series evidence on neurological outcomes after vaccination and infection; supports rare risks, not a tenfold rise.
CDC MMWRgov90ACCEPTED — Official CDC/ACIP evidence on Guillain-Barré syndrome reporting after Janssen vaccination; relevant to the limited neurological signal.
CDC/FDA VAERSgov80ACCEPTED — Accepted as a passive reporting system and for its limitations; discounted as a basis for calculating population-level rates or proving causation.
New England Journal of Medicineunverifiedjournal93ACCEPTED — Peer-reviewed Norwegian registry evidence directly assessing vaccination and first-trimester miscarriage.
Vaccine / Global Vaccine Data Networkunverifiedjournal90ACCEPTED — Large multinational surveillance study useful for detecting rare adverse-event signals; its findings are far below the claimed scale.

Every link was opened when this claim was inspected. A dead link was discarded before publication; “unverified” means the site refused our automated check and the link is the one the panel cited. A source without a URL was never kept.

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The Verdict

“Covid vaccines caused a tripling of miscarriage and cancer rates and a tenfold rise in neurological conditions.”99% Zombie Baloney — Refuses To DieVerified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/covid-vaccines-caused-a-tripling-of-miscarriage-and-cancer