Your question is Validate Analysis Results Rigorously. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You have completed an analysis and need to decide whether the results are trustworthy enough to use in a real decision. Describe how you would validate the findings before they are acted on, including how you would check generalization, calibration, threshold behavior, and error patterns.