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Evidence Matrix
Library utility for side-by-side comparison, summary generation, and evidence statistics
AI will analyze your entire enriched paper library to identify consistent findings, contradictions, evidence quality, and knowledge gaps.
Paper Reader
Paste a DOI, PMID, or PubMed URL for instant deep analysis
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Generate publication-quality drafts grounded in your paper library
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Research Digest
Research Ideas
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User management and site analytics
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| Name | Status | Papers | Joined | Last Active |
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Automated Systematic Review
Directed protocol drafting, search, screening, appraisal, GRADE, and meta-analysis in one rigorous workflow
Run a publishable-grade systematic review with minimal setup
Start with one clear review question. ARIA drafts the protocol, suggests eligibility criteria, prepares the search query, and opens the screening workflow while keeping the PRISMA audit trail intact.
One focused question is enough to start. You can refine any tab below after the automated setup completes.
Generated Protocol Details
Use the quickstart above as the only intake. Once ARIA generates or loads a protocol, you can refine the detailed fields here.
Start with the quickstart above.
Enter your review question, optional population, review mode, and year range once. ARIA will generate the detailed protocol here for refinement.
Saved Protocols
No protocols yet.
Multi-Database Search
Search OpenAlex (250M+ works) and Semantic Scholar simultaneously. Papers are deduplicated and added to your library.
Paper Screening
Screen papers in two stages. First decide whether the title and abstract should advance. Then finalize eligibility in the full-text queue before the paper counts as included in your review.
Risk of Bias Assessment
Assess included papers using validated tools. RoB 2 for RCTs, Newcastle-Ottawa Scale for observational studies.
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Risk of Bias Summary
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Standardized Data Extraction
Extract structured data from each included paper. AI pre-fills from enrichment data ā you validate and correct.
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Extraction Summary Table
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GRADE Summary of Findings
Assess evidence certainty per outcome using the GRADE framework. AI provides preliminary suggestions ā you make the final determination.
Review Outcomes
No outcomes defined yet. Add outcomes from your PICO to begin.
Summary of Findings Table
GRADE certainty ratings: High Moderate Low Very Low
No GRADE assessments yet. Define outcomes and assess evidence quality above.
Meta-Analysis
Pool effect sizes across studies using fixed or random effects models. Generates forest plots with heterogeneity statistics.
| Study | Effect | CI Lower | CI Upper | N |
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Saved Analyses
No saved meta-analyses.
PRISMA 2020 Flow Diagram
Auto-generated from your screening decisions. Updates in real-time.
Search Documentation
Every search is logged automatically for PRISMA reporting (Items 6-7). Export for your methods section.
9-Phase Stanford Researcher
Autonomous literature review that maps the field, audits the evidence, and delivers a directed graduate-level synthesis
The original Stanford-style 9-phase literature review is back as its own function
Use this when you want the earlier autonomous literature reviewer: evidence mapping, contradiction analysis, bias critique, knowledge gaps, and research implications without running a full systematic-review protocol.
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Estimated time: 2-3 minutes
Minimal input is enough: one sharp brief plus your saved library and research profile.
Saved 9-Phase Reviews
My Research Profile
Your research focus and preferences that personalize ARIA