π¦ ClawHub
Systematic Review Screener
by @aipoch-ai
Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.
β‘ When to Use
π‘ Examples
Basic Screening
Run with default settings
python scripts/main.py --input references.csv --criteria criteria.yaml
With PRISMA Export
python scripts/main.py --input references.xml --criteria criteria.yaml \
--output results/ --prisma --format excel
Confidence Threshold
python scripts/main.py --input refs.txt --criteria criteria.yaml \
--threshold 0.8 --conflict-only
βοΈ Configuration
Environment Variables
export SCREENING_THRESHOLD=0.75 # Default confidence threshold
export BATCH_SIZE=100 # Records per batch
export MAX_WORKERS=4 # Parallel processing workers
Command Line Options
| Option | Description | Default |
|--------|-------------|---------|
| --input | Input file path | Required |
| --criteria | Criteria YAML path | Required |
| --output | Output directory | ./output |
| --format | Output format: csv/excel/json | csv |
| --threshold | Confidence threshold | 0.75 |
| --prisma | Generate PRISMA data | False |
| --conflict-only | Export only conflicts | False |
| --batch-size | Processing batch size | 100 |
TERMINAL
clawhub install systematic-review-screener