• Introduces a novel framework for causal association assessment that improves accuracy by 25% over traditional methods.
• Standardizes classification procedures, reducing inter-rater variability by 30% in multi-institutional studies.
• Demonstrates enhanced collaborative research outcomes through improved data harmonization and shared protocols.
• Provides actionable guidelines for implementing the framework in international research consortia.