Canada Vigilance (CV Online extract): 2,096 reaction mentions in 455 unique reports (37.8% serious (172 of 455 reports)). Largest share: General / Systemic (non-local) (14%), Injection-site / Local reaction (12%), Cardiac / Cardiovascular (11%).
VigiAccess (WHO): 393,905 reaction-term mentions · search: meningococcal. Largest share: General / Systemic (non-local) (21%), Injection-site / Local reaction (18%), Neurological (14%).
Lareb (Netherlands): 7,095 reaction-term mentions · search: meningococcal vaccine. Largest share: General / Systemic (non-local) (21%), Injection-site / Local reaction (21%), Neurological (13%).
Medsafe (New Zealand): 1,386 reaction-term mentions · search: meningococcal. Largest share: Injection-site / Local reaction (48%), General / Systemic (non-local) (25%), Gastrointestinal (14%).
SurVigilance note: VigiAccess, Lareb, DAEN, DMA, and Medsafe counts are live-scraped MedDRA PT mention totals (not deduplicated individual cases). Data via
SurVigilance (GPL-3.0; pip install SurVigilance). Category assignment uses keyword matching on reported reaction terms — approximate and exploratory. Neither database establishes causality.
Pharmacovigilance Lot Signal Detection — Hypothesis-Generating Only
Multi-system context below. VAERS (U.S.) supports lot-level volume z-scores and seriousness flags by product and lot (2006–2024). Each lot links to a summary with report count, seriousness %, adverse-event pie chart, U.S. state map, and timeline. A signal flag means a statistical threshold was exceeded — not that a lot is unsafe. Full dashboard →
VAERS flags:
VOL high report volume (z ≥ 3) ·
BURST clustered in <90 days ·
SER serious reports >50%.
Lot numbers are voluntary/incomplete in VAERS. Location data is U.S. state only (no postal codes in the public extract).
VAERS (United States) — all lots by product
9,190 reports with usable lot across 1,270 lots · 154 flagged
Other Pharmacovigilance Systems
Lot-level analysis is only possible where reporters supply batch/lot numbers in the public extract. Canada Vigilance, JADER (PMDA, Japan), and most other national systems publish product-level spontaneous reports without lot fields.
Canada Vigilance (Health Canada)
455 unique reports · 2,096 reaction mentions · 37.8% serious (172 of 455 reports). Top categories: General / Systemic (non-local) (14%), Injection-site / Local reaction (12%), Cardiac / Cardiovascular (11%).
Canada Vigilance spontaneous reports are unverified temporal associations. The public CV Online data extract does not include lot or batch numbers, so lot-level signal detection is not possible for this system — only product-level reaction patterns are shown here. No Canadian dose denominators are available. Extract 2026-03-31.
Search Canada Vigilance →
No JADER (PMDA, Japan) product-level summary is mapped for this page.
No EudraVigilance (EU) summary is mapped for this page.
VigiAccess (WHO)
393,905 MedDRA PT mentions · search: meningococcal. Top categories: General / Systemic (non-local) (21%), Injection-site / Local reaction (18%), Neurological (14%).
Live-scraped public portal data via SurVigilance (GPL-3.0). Counts are reaction-term mentions, not deduplicated individual cases. No lot/batch field.
Search VigiAccess (WHO) →
Lareb (Netherlands)
7,095 MedDRA PT mentions · search: meningococcal vaccine. Top categories: General / Systemic (non-local) (21%), Injection-site / Local reaction (21%), Neurological (13%).
Live-scraped public portal data via SurVigilance (GPL-3.0). Counts are reaction-term mentions, not deduplicated individual cases. No lot/batch field.
Search Lareb (Netherlands) →
All global data sources → · Data schemas →
Active Pharmacovigilance (Defined-Population Surveillance)
Curated findings for Meningococcal vaccines (MenACWY / MenB) from active systems (not VAERS). Page inventory last reviewed: 2026-07-10.
ⓘ Active vs. passive — why this pane is separate
The VAERS / multi-system charts above are passive surveillance: spontaneous, unverified reports without a fixed denominator.
Active surveillance starts from a defined, enumerated population (EHR/claims or structured post-vaccination surveys), applies pre-specified statistical tests, and asks whether an outcome occurs
more often than expected in a risk window versus a comparison window or group.
These are not two flavors of the same evidence — active findings are the harder tier that can confirm, refute, or leave under investigation a signal first hinted in passive data.
Do not add VAERS report counts to active incidence rates.
○ No signal detected ◐ Signal under investigation ◑ Investigated — not confirmed ● Signal confirmed (true association) – Not currently under active surveillance
CDC Vaccine Safety Datalink (VSD)
Outcome: Pre-specified serious outcomes after MenACWY and MenB products
Tier 2
○ No signal detected
Active post-licensure evaluations of meningococcal conjugate and MenB vaccines have supported continued recommended use. Product-specific findings (e.g., reactogenicity differences) appear in labels and ACIP materials without a confirmed rare risk that broadly suspended programs.
PopulationAdolescents and other indicated groups
Risk intervalStudy-specific
ComparisonControl intervals
Evaluation periodConjugate and MenB post-licensure eras
MethodPost-licensure observational studies and RCA when scheduled
Sources: CDC VSD
Record last reviewed: 2026-07-10
Update cadence: Tier 1: check AusVaxSafety monthly when public pages update. Tier 2/3: quarterly review around ACIP meetings and PubMed/MMWR; set lastReviewed per record.
Source tiers: Tier 1 = public near-real-time dashboards (e.g. AusVaxSafety);
Tier 2 = VSD / Sentinel / PRAC-type findings released via ACIP slides, MMWR, or papers (no public VSD raw dashboard);
Tier 3 = regulator label/safety communications.
Detecting a signal and later classifying it as not confirmed is normal system behavior — not an anomaly to hide or amplify.
Rank-aggregated VAERS signal detection (rankv)
The table below lists vaccine–event pairs that were detected as disproportionality signals by all four base methods used in rankv (GPS, PRR, ROR, BCPNN) on multi-decade VAERS data, then ordered by rank aggregation (Borda average rank; related to the Spearman/GA top-list approach in the rankv paper).
| Agg. rank |
VAERS product |
Preferred term (event) |
N |
Method ranks (GPS / PRR / ROR / BCPNN) |
| 41 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Product preparation error
clinical-coded PT
|
134 |
GPS rank 30 (EBGM=29.33); PRR rank 84 (PRR=57.2877); ROR rank 84 (ROR=57.7609); BCPNN rank 25 (IC_LB=4.817) |
| 171 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Drug administration error
clinical-coded PT
|
49 |
GPS rank 224 (EBGM=7.55); PRR rank 163 (PRR=25.4045); ROR rank 163 (ROR=25.4792); BCPNN rank 127 (IC_LB=3.5499) |
| 7 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Incorrect product formulation administered
admin/quality term · published top-25
|
204 |
GPS rank 8 (EBGM=41.03); PRR rank 20 (PRR=190.5648); ROR rank 20 (ROR=193.0017); BCPNN rank 5 (IC_LB=5.8383) |
| 12 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Product reconstitution issue
admin/quality term · published top-25
|
39 |
GPS rank 19 (EBGM=39.28); PRR rank 14 (PRR=330.798); ROR rank 15 (ROR=331.6002); BCPNN rank 48 (IC_LB=4.3591) |
| 14 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Incorrect drug dosage form administered
admin/quality term
|
141 |
GPS rank 23 (EBGM=32.22); PRR rank 35 (PRR=146.564); ROR rank 35 (ROR=147.8522); BCPNN rank 8 (IC_LB=5.4719) |
| 36 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Wrong technique in drug usage process
admin/quality term
|
114 |
GPS rank 34 (EBGM=28.19); PRR rank 75 (PRR=64.6356); ROR rank 75 (ROR=65.0901); BCPNN rank 24 (IC_LB=4.8259) |
| 39 |
MENINGOCOCCAL CONJUGATE (MENVEO) |
Wrong technique in product usage process
admin/quality term
|
74 |
GPS rank 43 (EBGM=27.3); PRR rank 71 (PRR=71.6516); ROR rank 71 (ROR=71.9784); BCPNN rank 32 (IC_LB=4.6032) |
Showing up to 15 pairs for this page (clinical-coded terms listed first).
Full processed tables: rankv_signals.json.
- Methods combined: BCPNN (IC), GPS/EBGM, PRR, ROR — then rank aggregation.
- Data: ~30 years of public VAERS (rankv processed tables).
- Origin: precisionFDA “Gaining New Insights by Detecting Adverse Event Anomalies” challenge solution.
- Caveat: Disproportionality signals are statistical associations in spontaneous reports. They do not establish causality, incidence, or product defect. Many top pairs reflect administration/product-use coding rather than clinical injury.
Source: nanx.me/rankv
· Code: github.com/nanxstats/rankv (MIT)
· Built: 2026-07-30.