ML‑Assisted Screening for Systematic Reviews
Try our free abstract screening demo, then contact us for full systematic review services including full-text extraction and data analysis — delivered within 24-48 hours.
By using our service, you agree to our Terms and Conditions. Please ensure you have the legal rights to all content you submit.
Machine Learning Abstract Analysis
Powered by our advanced machine learning model analyzes every abstract, applying your specific inclusion/exclusion criteria with detailed ML-generated reasoning for each decision.
Machine Learning Full‑Text Intelligence
Fully automated machine learning analysis doesn't just screen—it reads complete papers and extracts data according to your predefined protocol and criteria, following your specific requirements.
Research‑Ready Exports
Professional Excel sheets, RIS files for reference managers, and PRISMA-compliant documentation ready for publication.
Enterprise Scale
Process thousands of studies with consistent quality. ML technology handles all screening decisions at enterprise scale.
Quality Assurance
Quality verification and oversight only with systematic spot checks, inter‑rater reliability validation, and transparent AI quality metrics.
Secure & Transparent
Your data stays secure with clear usage policies. Request deletion anytime. No selling, limited sharing for service improvement only.
How it works
Professional Systematic Review Solutions
Choose the plan that fits your review. Fully automated machine learning analysis performs comprehensive analysis quickly and efficiently. Paid tiers delivered within 24 hours.
Demo Service: Experience our abstract screening capabilities. This free demo shows our quality—for full systematic reviews, you'll work directly with our team.
- ML-powered inclusion/exclusion decisions by our machine learning model
- Upload .ris/.nbib/.xml/.csv files
- Interactive criteria refinement assistant
- Professional Excel + RIS exports
- Detailed ML-generated reasoning for each decision
No credit card required • Get results in minutes
Professional Service: We handle your complete abstract screening project with Fully automated ML screening with professional oversight. Contact us with your requirements for a custom quote and timeline.
- Abstract screening for up to 5,000 studies
- ML-automated screening with quality oversight
- Quality assurance and validation
- PRISMA-ready Excel + RIS exports
- Custom criteria implementation
- Professional consultation included
24-48h delivery • Human QA included • PRISMA ready
Full-Service Research: We provide complete systematic review services. Send us your protocol and requirements—our team handles everything from screening (up to 10,000 abstracts) to data extraction for up to 500 studies.
- Full-text screening and data extraction (500 studies max)
- Manual data extraction to your protocol
- Custom extraction forms and validation
- Quality assessment and bias evaluation
- PRISMA flow diagram and documentation
- Research-ready datasets and analysis
48-72h delivery • Full research pipeline • Publication ready
All prices in GBP. Professional systematic review services with ML automation.
We retain free-tier data for 12 hours. Paid-tier project data is retained to operate and improve the service; you can request deletion anytime or opt out of model training. See Privacy & Terms.
Fair Use Notice: Our services are for legitimate academic and research purposes only. YOU must provide us with legally obtained content only. We do NOT access paywalled content for you. Download Full Policy
Academic Ethics Compliance: Ensure institutional review board (IRB) approval if using for human subjects research. Users remain responsible for compliance with all academic ethics guidelines, institutional policies, and research integrity standards.
Research Tool Disclaimer: All services provide automated research assistance "AS-IS" without warranty. Results require independent validation before use in systematic reviews, clinical decisions, or regulatory submissions.
Frequently asked questions
Free Research Resources
Download our comprehensive guides to master systematic reviews and data extraction
Complete Systematic Review Guide
Master every step of the systematic review process—from planning and search strategy to data synthesis and PRISMA reporting. Includes templates, checklists, and best practices.
- Planning & protocol development
- Search strategy & database selection
- Study selection & screening process
- Quality assessment frameworks
- Meta-analysis & data synthesis
- PRISMA reporting guidelines
- Tools & software recommendations
Free comprehensive 50+ page guide
Data Extraction Mastery Guide
Learn professional data extraction techniques for systematic reviews. Covers form design, quality control, missing data handling, and advanced extraction strategies.
- Extraction form design & testing
- Dual extraction & quality control
- Managing different study types
- Missing data strategies
- Statistical data requirements
- Technology & tool selection
- Templates & checklists included
Free comprehensive 45+ page guide
Professional PDF guides ready to download and use immediately—no additional software needed.
Created by systematic review experts • Updated January 2025 • Free forever