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After human review, the next steps are retrieving full-text PDFs and running a deeper AI analysis on the complete papers.

Step 1: Full Paper Download

Navigate to Full Paper Download from your project dashboard. Full paper download page

Upload PDFs

Two upload zones are available:

Upload PDFs for Existing Papers

Drag and drop PDFs for papers already in your shortlist. EviSyn auto-matches PDFs to papers by DOI, title, or filename.

Upload Additional Papers

Upload PDFs for papers from other sources (e.g., hand search, Scopus, CINAHL). These are added as new finalized papers with metadata auto-extracted from the PDF.

Automatic Retrieval

EviSyn also attempts to retrieve PDFs automatically from:
SourceDescription
PubMed Central (PMC)Free full-text for open-access articles
UnpaywallDiscovers legally available green/gold open-access versions
Semantic ScholarS2 API for additional PDF lookup

Step 2: Full-Text Screening

Navigate to Full-Text Screening — the AI reads each complete paper and evaluates relevance. Full-text screening setup

Configuration

Like TiAb screening, you can customize:
  • Inclusion Criteria — defaults inherited from TiAb criteria, editable for deeper analysis
  • Exclusion Criteria — specific to full-text evaluation
  • AI Confidence Threshold — papers below this score are flagged as “Doubt”

Stats Dashboard

MetricMeaning
TotalFinalized papers eligible for full-text screening
ScreenedPapers the AI has analyzed
Included (green)Papers confirmed as relevant after full-text analysis
Doubt (orange)Uncertain — needs human review
Excluded (red)Not meeting criteria after full-text review
PendingAwaiting screening
No Full TextPDFs not yet available

Screening Controls

  • Screen All Pending — Run AI screening on all papers with available full text
  • Select Not Started / Doubt / Excluded — Filter papers by status
  • Screening / Retry Selected — Re-screen specific papers
Full-text screening paper list

What the AI Analyzes

For each paper with a PDF, the AI:
  • Reads the entire document (not just the abstract)
  • Evaluates relevance section by section (Methods, Results, Population, Intervention, Outcomes)
  • Generates a relevance score (0-100)
  • Provides section-by-section notes
  • Cites specific passages as evidence

What’s Next?

After full-text screening, proceed to Data Extraction to pull structured data from your included papers.