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Do Rule-Derived Labels Improve Prediction When Reported Labels Are Limited? A Two-Site Machine Learning Study

**Background.** Rule derived (weak) labels can enlarge a training set when reported labels are scarce. Their value depends on label quality, on how the ext

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• Do Rule-Derived Labels Improve Prediction When Reported Labels Are Limited? A Two-Site Machine Learning Study medRxiv (new preprints) · Stufe C · Clear Net · 2026-11-13 00:00 UTC

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