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Some, like Altria, bought into existing companies.[36] Others, like Philip Morris, have announced their ambition for more than two-thirds of their total net revenues to come from smoke-free products by 2030.[37] The companys 2024 full-year results showed that their smoke-free business accounted for 40% of their total net revenues, but it should be noted, of course, that the other 60% still came from their combustible products.[38] it is now possible for people to consume nicotine without having to risk the disease and mortality associated with the combustion of tobacco It is extremely unfortunate that, after decades of justifiable mistrust in the tobacco industry, many in public health are now as much in denial of the efficacy of safer nicotine products as the industry was in denying the health risks of smoking

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He recalled: "I was outside shortly after midnight when he came out in his bathrobe for some fresh air before going to sleep

To conclude, the present study demonstrates a new framework utilizing LLMs to extract smoking information from clinical notes across diverse healthcare settings and incorporating rule-based smoothing techniques to enhance post-deployment data quality