Prediction models for high-grade cervical lesions or worse using machine learning.

For instance, with 1000 targeted women, PPVs showed a decreasing trend, ranging from 0.18 (95% CI: 0.16–0.21) for Model 1 to 0.04 (95% CI: 0.03–0.05) for Model 4 at the 1-year outcome, from 0.24 (95% CI: 0.21–0.27) to 0.12 (95% CI: 0.10–0.14) at the 3-year outcome, and from 0.26 (95% CI: 0.23–0.28) to 0.14 (95% CI: 0.12–0.17) at the 5-year outcome, with Models 2 and 3 yielding intermediate values.

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