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Although previous studies have applied ML and DL techniques to smoking status prediction, many lacked transparency, explainability, or focused solely on classification accuracy
While this decline reflects the general pattern of reduction in smoking-attributable mortality, the change did not reach statistical significance ( p = 0.148), likely due to substantial regional variations in the rate of decline
Widespread use of the drug soon demonstrated the addictive potential of the substance
Ask anyone whos trying to quit smoking about their experience and theyre likely to say its incredibly difficult
Quality control measures included a manually conducted review to identify fraudulent or duplicate responses, embedding a data quality check question within the survey, incorporating a randomly generated completion code, and mandatory verification steps to prevent automated completions
