Description
Machine learning-powered tool for prioritizing and screening abstracts in systematic reviews
Market positioning
Specialized tool for abstract screening optimization
Target audience
Systematic review teams and researchers conducting literature reviews
Use cases
Machine learning-powered tool for prioritizing and screening abstracts in systematic reviews
Company information
Company size
Small (estimated 10-50 employees)
Revenue
$1-10M (estimated)
Scale
Niche academic/research market
Number of users
1,000-10,000 (estimated research community)
Features
Abstract screening prioritization, Automated relevance prediction, Collaborative screening, Machine learning algorithms, Workflow optimization
Pricing
Pricing modelFreemium
Starting priceFree (with premium features available)
Billing periodMonthly/Annual (typical for freemium models)
Rating
4.2/5
Pros and cons
Based on: (AI summary)
Pros
- Machine learning prioritization
- Free tier available
- Reduces screening workload
- Academic backing
Cons
- Limited to abstract screening phase
- May require validation of ML predictions
- Less comprehensive than full platforms
Feature Comparison
Top features across 19 competitors (most common first)
| Feature | Cochrane Da… | DistillerSR | Core Outcom… | Covidence | EPPI-Review… | EPPI-Review… | Nested Know… | Internation… | DynaMed | JBI-SUMARI | Abstrackr | Giotto Comp… | ACP Journal… | LitStream | RobotReview… | SWIFT-Activ… | SRDB.PRO | Evidence-Ba… | Journal Wat… |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference management | |||||||||||||||||||
| Manual addition | |||||||||||||||||||
| Data extraction | |||||||||||||||||||
| Data extraction tools | |||||||||||||||||||
| Direct search capability | |||||||||||||||||||
| Living/updatable reviews | |||||||||||||||||||
| Machine learning integration | |||||||||||||||||||
| Collaboration tools | |||||||||||||||||||
| Dual extraction | |||||||||||||||||||
| Public outputs | |||||||||||||||||||
| Quality appraisal features | |||||||||||||||||||
| Screening automation | |||||||||||||||||||
| Data extraction capabilities | |||||||||||||||||||
| Collaboration features | |||||||||||||||||||
| Quality appraisal | |||||||||||||||||||
| Screening tools | |||||||||||||||||||
| Primary care journal review service | |||||||||||||||||||
| Literature screening | |||||||||||||||||||
| Clinical decision support | |||||||||||||||||||
| Cochrane Handbook for systematic review methods |