VAERS (U.S., 2006–2024): 25,405 symptom mentions (5.61/100k doses). Largest share: Other / Unclassified (74%), Gastrointestinal (11%), General / Systemic (non-local) (4%).
Canada Vigilance (CV Online extract): 187 reaction mentions in 65 unique reports (84.6% serious (55 of 65 reports)). Largest share: Gastrointestinal (28%), Thrombotic / Hematological (9%), General / Systemic (non-local) (8%).
JADER (PMDA public CSV extract): 2,763 reaction mentions in 1,217 unique reports (0.7% serious (8 of 1,217 reports)). Largest share: Gastrointestinal (46%), Other / Unclassified (37%), General / Systemic (non-local) (7%).
VigiAccess (WHO): 250,075 reaction-term mentions · search: rotavirus. Largest share: Other / Unclassified (26%), Gastrointestinal (20%), General / Systemic (non-local) (15%).
Lareb (Netherlands): 3,974 reaction-term mentions · search: Rotavirus vaccine. Largest share: Gastrointestinal (34%), General / Systemic (non-local) (26%), Other / Unclassified (18%).
Medsafe (New Zealand): 1,120 reaction-term mentions · search: rotavirus. Largest share: Gastrointestinal (48%), Other / Unclassified (14%), Psychiatric / Neuropsychiatric (12%).
Cross-database note: All systems are passive and unverified; reporting rates are not directly comparable across countries (different populations, reporting incentives, and lack of dose denominators for Canada/Japan/EU). top VAERS: Other / Unclassified; top Canada Vigilance: Gastrointestinal; top JADER: Gastrointestinal.
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
5,733 reports with usable lot across 702 lots · 118 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)
65 unique reports · 187 reaction mentions · 84.6% serious (55 of 65 reports). Top categories: Gastrointestinal (28%), Thrombotic / Hematological (9%), General / Systemic (non-local) (8%).
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 →
JADER (PMDA, Japan)
1,217 unique reports · 2,763 reaction mentions · 0.7% serious (8 of 1,217 reports). Top categories: Gastrointestinal (46%), Other / Unclassified (37%), General / Systemic (non-local) (7%).
JADER (Japanese Adverse Drug Event Report database) spontaneous reports are unverified temporal associations; PMDA has not assessed causality per case. The public CSV extract does not include lot or batch numbers, so lot-level signal detection is not possible — only product-level reaction patterns are shown here. Reaction terms in source data use MedDRA/J Preferred Terms. JADER CSV extract pmdacasereport202606 (2026-06). JADER reference (PDF)
Search JADER / PMDA adverse reactions →
No EudraVigilance (EU) summary is mapped for this page.
VigiAccess (WHO)
250,075 MedDRA PT mentions · search: rotavirus. Top categories: Other / Unclassified (26%), Gastrointestinal (20%), General / Systemic (non-local) (15%).
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)
3,974 MedDRA PT mentions · search: Rotavirus vaccine. Top categories: Gastrointestinal (34%), General / Systemic (non-local) (26%), Other / Unclassified (18%).
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 Rotavirus vaccines (RotaTeq / Rotarix) 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: Intussusception
Tier 2
● Signal confirmed (true association)
Active surveillance confirmed a small increased risk of intussusception after current rotavirus vaccines (on the order of ~1–5 excess cases per 100,000 vaccinated infants in published estimates, product- and window-dependent). Risk is much lower than with the withdrawn RotaShield product; benefits against severe gastroenteritis remain the policy rationale for continued use.
PopulationInfants receiving monovalent and pentavalent rotavirus vaccines
Risk intervalTypically 1–7 and 1–21 days after dose 1 (and additional dose windows in some analyses)
ComparisonControl intervals / unexposed person-time
Evaluation periodPost-licensure U.S. monitoring (key NEJM report 2014 for monovalent product)
MethodActive surveillance / cohort and self-controlled designs with chart validation
Related passive AE category on this page: Gastrointestinal (see multi-system charts above — not additive with active rates).
Sources: Weintraub ES et al. NEJM 2014 — intussusception after monovalent rotavirus vaccine · 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) |
| 2 |
ROTAVIRUS (ROTASHIELD) |
Gastrointestinal haemorrhage
clinical-coded PT · published top-25
|
94 |
GPS rank 2 (EBGM=112.59); PRR rank 8 (PRR=343.7149); ROR rank 8 (ROR=361.035); BCPNN rank 6 (IC_LB=5.8346) |
| 31 |
ROTAVIRUS (ROTASHIELD) |
Intestinal obstruction
clinical-coded PT
|
23 |
GPS rank 14 (EBGM=46.73); PRR rank 40 (PRR=150.3139); ROR rank 40 (ROR=152.0924); BCPNN rank 99 (IC_LB=3.7254) |
| 77 |
ROTAVIRUS (ROTASHIELD) |
Gastroenteritis
clinical-coded PT
|
30 |
GPS rank 78 (EBGM=22.47); PRR rank 95 (PRR=58.4477); ROR rank 93 (ROR=59.3435); BCPNN rank 89 (IC_LB=3.7933) |
| 91 |
ROTAVIRUS (ROTATEQ) |
Rotavirus test positive
clinical-coded PT
|
246 |
GPS rank 175 (EBGM=7.59); PRR rank 100 (PRR=45.2311); ROR rank 100 (ROR=45.5059); BCPNN rank 36 (IC_LB=4.5275) |
| 95 |
ROTAVIRUS (ROTASHIELD) |
Constipation
clinical-coded PT
|
37 |
GPS rank 105 (EBGM=18.0); PRR rank 125 (PRR=40.0525); ROR rank 122 (ROR=40.8062); BCPNN rank 87 (IC_LB=3.7983) |
| 97 |
ROTAVIRUS (ROTATEQ) |
Rotavirus infection
clinical-coded PT
|
129 |
GPS rank 233 (EBGM=6.72); PRR rank 86 (PRR=57.0732); ROR rank 86 (ROR=57.2553); BCPNN rank 40 (IC_LB=4.4775) |
| 102 |
ROTAVIRUS (ROTATEQ) |
Oral administration complication
clinical-coded PT
|
70 |
GPS rank 255 (EBGM=6.74); PRR rank 79 (PRR=67.5708); ROR rank 79 (ROR=67.688); BCPNN rank 53 (IC_LB=4.2281) |
| 113 |
ROTAVIRUS (ROTATEQ) |
Haematochezia
clinical-coded PT
|
769 |
GPS rank 160 (EBGM=7.53); PRR rank 144 (PRR=23.4892); ROR rank 142 (ROR=23.9319); BCPNN rank 61 (IC_LB=4.0715) |
| 114 |
ROTAVIRUS (ROTASHIELD) |
Melaena
clinical-coded PT
|
12 |
GPS rank 117 (EBGM=28.21); PRR rank 66 (PRR=108.9005); ROR rank 66 (ROR=109.5673); BCPNN rank 259 (IC_LB=2.6617) |
| 118 |
ROTAVIRUS (ROTATEQ) |
Intussusception
clinical-coded PT
|
867 |
GPS rank 153 (EBGM=7.87); PRR rank 154 (PRR=22.2368); ROR rank 152 (ROR=22.7092); BCPNN rank 66 (IC_LB=4.0212) |
| 128 |
ROTAVIRUS (ROTATEQ) |
Gastroenteritis rotavirus
clinical-coded PT
|
73 |
GPS rank 308 (EBGM=6.09); PRR rank 89 (PRR=58.5007); ROR rank 90 (ROR=58.6062); BCPNN rank 55 (IC_LB=4.1822) |
| 131 |
ROTAVIRUS (ROTATEQ) |
Mucous stools
clinical-coded PT
|
194 |
GPS rank 185 (EBGM=7.3); PRR rank 150 (PRR=24.9312); ROR rank 149 (ROR=25.0483); BCPNN rank 72 (IC_LB=3.9253) |
| 133 |
ROTAVIRUS (ROTATEQ) |
Enema administration
clinical-coded PT
|
248 |
GPS rank 173 (EBGM=7.61); PRR rank 160 (PRR=22.5071); ROR rank 160 (ROR=22.6418); BCPNN rank 76 (IC_LB=3.8736) |
| 134 |
ROTAVIRUS (ROTATEQ) |
Occult blood positive
clinical-coded PT
|
171 |
GPS rank 180 (EBGM=7.52); PRR rank 155 (PRR=24.0493); ROR rank 156 (ROR=24.1487); BCPNN rank 79 (IC_LB=3.8579) |
| 140 |
ROTAVIRUS (ROTASHIELD) |
Abnormal faeces
clinical-coded PT
|
20 |
GPS rank 200 (EBGM=14.81); PRR rank 104 (PRR=57.52); ROR rank 104 (ROR=58.1045); BCPNN rank 171 (IC_LB=3.2782) |
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.