OpenFDA Drug Intelligence + AI Severity
by benthepythondev
Extract FDA drug adverse events, recalls, and safety data with AI severity scoring (0-100). Perfect for pharma research, pharmacovigilance, and health...
Opens on Apify.com
About OpenFDA Drug Intelligence + AI Severity
Extract FDA drug adverse events, recalls, and safety data with AI severity scoring (0-100). Perfect for pharma research, pharmacovigilance, and healthcare analytics. Free FDA API - no keys needed.
What does this actor do?
OpenFDA Drug Intelligence + AI Severity is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
OpenFDA Drug Intelligence - AI-Powered FDA Safety Data Extract drug adverse events, recalls, and safety data from the FDA with AI severity scoring. Perfect for pharmacovigilance, pharma research, and healthcare analytics. ## What can this actor extract? - Drug Adverse Events: Patient reactions, hospitalizations, deaths with AI severity scores (0-100) - Drug Recalls: Enforcement actions, contamination, mislabeling with risk classification - Drug Labels: Complete product information, warnings, dosage, ingredients - Device Adverse Events: Medical device problems and patient outcomes - Food Recalls: Food safety enforcement actions ## Why choose this actor? - AI Severity Scoring: Unique 0-100 severity score based on outcomes and reactions - Risk Factor Identification: Automatically identifies key risk factors - No API Keys: Uses free FDA public API - Complete Data: All FDA metadata included - Statistics: Summary statistics for analysis ## Quick Start ### Drug Adverse Events json { "mode": "drug_events", "searchQuery": "aspirin", "maxResults": 100, "seriousOnly": false } ### Drug Recalls json { "mode": "drug_recalls", "searchQuery": "contamination", "maxResults": 50 } ### Drug Labels json { "mode": "drug_labels", "searchQuery": "advil", "maxResults": 10 } ## Input Parameters | Parameter | Type | Description | |-----------|------|-------------| | mode | string | Search mode: drug_events, drug_recalls, drug_labels, device_events, food_recalls | | searchQuery | string | Search term (drug name, company, symptom) | | searchField | string | Specific field to search (optional) | | maxResults | integer | Max results (0 = all, max 25,000) | | dateFrom | string | Start date (YYYYMMDD) | | dateTo | string | End date (YYYYMMDD) | | seriousOnly | boolean | Only serious events (drug_events mode) | | includeStatistics | boolean | Include summary statistics | ## Output Example ### Adverse Event json { "report_id": "10012345", "receive_date": "20240115", "serious": true, "death": false, "hospitalization": true, "reactions": ["nausea", "vomiting", "dizziness"], "drugs": [ { "name": "ASPIRIN", "indication": "pain relief", "route": "oral" } ], "severity_score": 45, "severity_label": "moderate", "risk_factors": ["hospitalization", "multiple reactions"] } ### Drug Recall json { "recall_number": "D-123-2024", "status": "Ongoing", "classification": "Class II", "product_description": "Aspirin 325mg tablets", "reason_for_recall": "Contamination with foreign particles", "recalling_firm": "Example Pharma Inc", "distribution_pattern": "Nationwide", "severity_score": 65, "severity_label": "high" } ## Use Cases ### 1. Pharmacovigilance Monitor drug safety signals and adverse event trends for regulatory compliance. ### 2. Pharma Research Analyze competitor drug safety profiles and identify market opportunities. ### 3. Healthcare Analytics Build dashboards tracking drug recalls and safety issues. ### 4. Academic Research Study drug safety patterns, demographics, and outcomes. ### 5. Risk Assessment Evaluate drug safety for formulary decisions and patient safety programs. ## AI Severity Scoring The actor calculates a 0-100 severity score based on: Outcome Severity (60 points max) - Death: 60 points - Life-threatening: 50 points - Disability: 40 points - Hospitalization: 30 points - Other serious: 20 points Reaction Severity (40 points max) - Critical reactions (cardiac arrest, anaphylaxis): 40 points - Severe reactions (seizure, hemorrhage): 30 points - Moderate reactions (arrhythmia, syncope): 20 points Labels - 0-20: Low - 21-40: Moderate - 41-60: High - 61-80: Severe - 81-100: Critical ## Pricing $5 per 1,000 results | Results | Cost | Use Case | |---------|------|----------| | 100 | $0.50 | Quick analysis | | 1,000 | $5.00 | Research project | | 10,000 | $50.00 | Comprehensive study | | 25,000 | $125.00 | Enterprise analysis | ## Technical Details - Uses official FDA openFDA API - No authentication required - Rate limited to respect API guidelines - Pagination handled automatically - Max 25,000 results per query (FDA limit) ## Data Sources All data comes from official FDA databases: - FAERS (FDA Adverse Event Reporting System) - Drug recall enforcement reports - Structured Product Labeling (SPL) - MAUDE (device events) ## Support Questions or feature requests? Contact via Apify. --- Ready to analyze FDA drug data? Start now → Built with Apify SDK | Made by benthepythondev
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try OpenFDA Drug Intelligence + AI Severity now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- benthepythondev
- Pricing
- Paid
- Total Runs
- 19
- Active Users
- 3
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