A classifier flags cases for human review. Lowering its decision threshold usually increases detected positives and false positives. Which business trade-off must be assessed?

1. A guarantee that lowering the threshold improves every metric simultaneously.
2. Only the model file size.
3. Missed-case cost versus review burden and incorrect flags.
4. Only whether the interface uses the word accurate.