ISNaD Review — Systematic Literature Review Workflow
Collect
Import & Deduplicate — import RIS, BibTeX, CSV, TSV, and Excel records and automatically remove duplicates by DOI and title.
Browse Records — search, filter by status, read abstracts, and manage the dataset with a restorable Trash.
Screen
AI Screening — active-learning prioritisation of title/abstract records with inclusion and exclusion criteria.
Screening Progress — labelled/included counts and a recall curve with a stopping criterion.
Full-text
Full-Text Retrieval — obtain PDFs and record eligibility decisions for each report.
PRISMA 2020 Flow — auto-generated flow diagram with reconciled counts and eligibility criteria.
Synthesize
Data Extraction — grounded extraction into standard SLR columns with evidence quotes and pages.
Risk of Bias — JBI and RoB tools matched to study design, with AI-assisted ratings.
AI Synthesis — themes, evidence gaps, and narrative synthesis from extracted data.
Output
Export & Reporting — records to CSV/Excel/BibTeX/RIS, matrices to CSV, charts to PNG, and a full SLR report to Word.
Collaborate
Team & Activity — invite collaborators, assign records, resolve conflicts, and follow a project activity feed.