The streamlit code provided is a sample implementation of a Lung Cancer Risk Calculator. It uses a logistic regression model to predict the probability of a patient having lung cancer based on their age, gender, smoking history, and exposure history.
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Prototype
Warning: Not intended for clinical use. Assume outputs
are unsafe and unvalidated. Use carefully.