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These include how often and how much tobacco they consume, biochemical markers (such as levels of cotinine, a by-product of nicotine metabolism) (covered in 12.5.6 Biomarkers of tobacco smoke and damage), and self-reported smoking behaviour measured in questionnaires

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The research, published this week in The Lancet Regional Health Europe and led by Imperial College London and UCL researchers, examined the relationship between smoking and the development of social isolation and loneliness

The sample dataset was randomly divided into a training set and a test set according to 8:2 (Details information was listed in Table 1 )

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If you need additional support, set up an appointment with your primary care provider to discuss tobacco cessation methods and medications