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Overview Dashboard

All-time statistics from your deduplication sessions.

0 Sessions Run
0 Total Input Records
0 Unique Records Kept
0 Duplicates Removed

Deduplication Rate

— dedup rate
Removed
Flagged
Unique

Duplicates by Method

Run a session to see method breakdown.

How It Works

  1. 1
    DOI Match
    Exact DOI comparison after normalization. Highest confidence.
  2. 2
    PMID Match
    PubMed unique identifier match.
  3. 3
    Exact Title
    Normalized title string exact match (>30 chars).
  4. 4
    Fuzzy Title
    ≥95% similarity, or ≥85% + year match.

Recent Sessions

No sessions yet. Upload files to get started.

Upload & Run

Drop your exported bibliographic files below. Supported: .txt .nbib .ris .bib .csv .ciw .enw

Drag & drop files here, or browse

PubMed, Embase, Cochrane, Scopus, Web of Science and more

Results

Per-file breakdown from the most recent session.

No results yet. Run a deduplication session first.

Audit Log

Full decision log with confidence scores and match methods.

# Action Method Confidence Title Source File
No audit data. Run a session first.

Session History

Your recent deduplication sessions — saved locally in this browser.

No sessions yet. Run a deduplication to see history here!