====== ๐Ÿงพ Independent Assessment ====== Independent assessment refers to: The evaluation of outcomes, data, or clinical results by individuals or entities not involved in the treatment, intervention, or data collection process. ๐Ÿ” Key Characteristics: โœ… Blinded or impartial evaluation โœ… Performed by third parties (e.g., independent radiologists, adjudication committees, external reviewers) โœ… Reduces observer bias, confirmation bias, and conflicts of interest ๐Ÿง  Why It Matters in Research: Without independent assessment: Researchers may unconsciously favor expected outcomes Complications may be underreported Imaging or pathology may be interpreted subjectively Outcome grading (e.g., pain scores, mRS, tumor response) may be influenced by provider bias ๐Ÿ“‰ In Clinical Trials: Independent assessment is critical for: Primary endpoints (e.g., radiographic tumor response) Safety reporting Adjudication of ambiguous outcomes