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PVgenix
Platform · Literature monitoring

Literature monitoring with reviewer-confirmed identification

Schedule searches across the databases that matter, screen and triage results automatically, and let AI surface candidate ICSRs that a qualified reviewer confirms against ICH E2D criteria — before any case is ever created. Built for GVP Module VI literature obligations.

PubMed / MEDLINEEmbase Local & national journalsEMA MLM service
Scheduled search & screening

From thousands of hits to a handful of confirmed ICSRs

Recurring searches return far more than is reportable. PVgenix does the heavy lifting — deduplicating, triaging for relevance, and retrieving full text — so reviewers spend their time only on the articles that could be genuine individual case safety reports.

One weekly search cycleVelmora · active substance
Search hitsraw results
1,248
After deduplicationunique articles
412
Screened relevantin scope
86
Full-text reviewedretrieved
24
Candidate ICSRsAI-flagged
7
Reviewer-confirmedvalid ICSR
5
AutomatedReviewer-led
Reviewers see 1.9% of raw hits
Scheduled, repeatable searches

Recurring queries run against PubMed/MEDLINE, Embase, local and national journals on a configurable cadence — never a missed cycle.

Automated relevance triage

AI screens titles and abstracts against your strategy, removing duplicates and previously-reviewed articles before a human looks.

Full-text retrieval & annotation

Qualifying articles are pulled in full text with reviewer annotation, ready for structured ICSR identification.

24
Full-text reviews
from 1,248 raw hits
4
ICH E2D criteria checked
patient · reporter · drug · event
15
Day expedited clock
serious ICSRs from literature
100
% reviewer-confirmed
no case auto-created by AI
AI-assisted identification, human confirmation

AI surfaces candidates. A qualified reviewer confirms.

The AI proposes — it never decides. Every candidate ICSR is presented to a qualified reviewer with the evidence and the four ICH E2D validity criteria laid out. Only after a human confirms does an article become a structured case.

AI screensflags candidate ICSRs
human gate
Reviewer confirmschecks E2D validity
Case createdstructured ICSR

AI assists intake and data entry. Qualified personnel review, edit, and approve AI-generated content before a case proceeds; regulated judgments remain with the client's PV personnel.

J. Hepatol. Rep. · 2026 · PMID 41203987AI flagged
Acute cholestatic hepatitis following initiation of Velmora in an older adult: a case report
Okafor R, Lindqvist M, Haddad S — Department of Hepatology
ICSR likelihood
92%
ICH E2D minimum criteria — all four present
Identifiable patient62 y · female
Identifiable reporterAuthor · HCP
Suspect drugVelmora
Adverse eventCholestatic hepatitis
Awaiting reviewer confirmation
The literature workflow, end to end

Search string to sign-off, on one audit trail

Every article that enters the workflow carries its history with it — what search returned it, how it was screened, who reviewed it, and how it was dispositioned — so the full chain is inspection-ready.

1

Scheduled search

Recurring queries run against PubMed/MEDLINE, Embase, local and national journals on a set cadence.

PubMed · Embase
2

Deduplication

Duplicate and previously-reviewed articles are dropped automatically so reviewers never see the same record twice.

previously reviewed
3

Screening & triage

AI screens titles and abstracts for relevance against your strategy and routes in-scope articles forward.

AI triage
4

Full-text review

Qualifying articles are retrieved in full text with reviewer annotation for a closer read.

full-text
5

ICSR identification

AI flags candidate ICSRs; a qualified reviewer confirms validity against the four ICH E2D criteria.

reviewer-confirmed
6

Article-to-case & sign-off

Confirmed articles convert to structured ICSRs with a generated source PDF and QPPV / safety-reviewer sign-off.

QPPV sign-off
Literature · search & sign-offweekly cycle

Search strategy

PubMed / MEDLINEEmbaselocal journalsEMA MLM
Run cadenceweekly
Search termsactive substance + 14 synonyms

Screening & deduplication

Automated relevance triage
Duplicate detection
Exclude previously reviewed

Sign-off chain

Approval workflowScreener → Safety reviewer → QPPV
Source-document PDF
Audit trail
Deduplication, audit & sign-off

A defensible record, from search string to sign-off

Inspectors want to see not just the cases, but the reasoning. PVgenix captures the search strategy, every screening decision, and the reviewer and QPPV sign-off — a continuous, version-controlled chain of evidence for each article and each cycle.

Duplicate & prior-review detection

Articles already assessed in earlier cycles are recognised and set aside, so effort is never duplicated.

Audit trail of every decision

Search strategy, screening calls and reviewer sign-off are time-stamped and attributable — inspection-ready by design.

Configurable approval workflow

Route confirmations through screener, safety reviewer and QPPV sign-off — configured to your SOPs.

This describes the platform's overall capability set, not a fixed shipped feature list; scope is defined per client agreement.

See reviewer-confirmed literature monitoring in action

Request a demo to see scheduled searches, automated screening, and AI-assisted ICSR identification confirmed by a qualified reviewer.