PawsMetric Editorial & Fact-Checking Standards
How PawsMetric researches, programs, fact-checks, and audits companion animal health calculation engines under DVM medical oversight.
1. Scientific Literature Sourcing Standards
Every calculator equation, dosage threshold, and guide published on PawsMetric must originate from peer-reviewed clinical veterinary research. Primary data sources include:
- American Veterinary Medical Association (AVMA) Clinical Guidelines
- World Small Animal Veterinary Association (WSAVA) Global Nutrition Committee Datasets
- National Research Council (NRC) Nutrient Requirements of Dogs and Cats
- Journal of Veterinary Internal Medicine (JVIM) Toxicological Threshold Studies
- University of California, San Diego (UCSD) Canine Epigenetic Aging Research
We explicitly reject outdated internet myths, such as multiplying dog age by 7 or estimating kibble portions solely from marketing labels on commercial dog food bags.
2. 4-Step DVM Peer-Review & Audit Process
The PawsMetric Editorial Review Pipeline
- Phase 1 - Mathematical Modeling: Biostatisticians draft the mathematical algorithm based on peer-reviewed clinical equations.
- Phase 2 - DVM Medical Review: A licensed Doctor of Veterinary Medicine (DVM) or DACVIM specialist inspects the equation, safety boundaries, and toxicity ranges.
- Phase 3 - Code QA Testing: Software engineers run 1,000+ automated test cases to ensure client-side UI calculations match expected clinical outputs with 0 rounding errors.
- Phase 4 - Editorial Sign-Off: Medical editors review prose explanations, worked examples, and reference tables for clarity before deployment.
3. Annual Literature Audits & Formula Updates
Companion animal veterinary medicine advances rapidly. Our medical review board conducts annual audits of all 38+ calculation engines. When new epidemiological studies or nutritional recommendations are released by the WSAVA or AVMA, our algorithms are updated immediately.
4. Editorial Independence & Zero Advertising Bias
PawsMetric is completely independent and ad-free. We do not accept sponsored product placements from kibble manufacturers, pet insurance brokers, or supplement companies. Our calculations are designed solely for pet safety and clinical accuracy.