Real-World Evidence
Aggregated safety and outcome data from CalcPep users who have opted in to contribute anonymous data to peptide research.
Real-world evidence (RWE) is clinical evidence derived from real-world data — in our case, anonymized and aggregated data from CalcPep app users who have opted in to contribute to peptide research.
Unlike controlled clinical trials, RWE captures how peptides perform in everyday use, across diverse populations and conditions. This complements traditional research by identifying patterns that clinical trials might miss.
All data is anonymized and aggregated before display
Side Effect Reports
Frequency and severity of reported side effects for each peptide
Protocol Outcomes
Completion rates and user satisfaction for common protocols
Dosing Patterns
Most common doses and frequencies used by the community
Temporal Trends
Changes in side effect reports over time (batch quality signals)
Learn how we collect, anonymize, and analyze data to ensure privacy and statistical validity.
Read Methodology- Data contribution is 100% opt-in
- All data is irreversibly anonymized
- Minimum 50 users before publishing
- Withdraw consent anytime
Contribute to Research
Help advance peptide safety research by sharing anonymous data through the CalcPep app.
Get CalcPepAdvanced Analytics
Interactive charts, filtering, and downloadable datasets for researchers.