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A rule-based smoothing algorithm was developed to resolve temporal inconsistencies in smoking status (e.g., implausible transitions from current to never smoker) that utilized a state transition graph (Fig

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Life Insurance Policies: Insurance companies often request nicotine tests to assess an applicants smoking status, as smokers generally have higher health risks and are thus subject to higher premiums