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Performance and validation of LLM models in smoking data extraction Using zero-shot prompting, generative LLMs (Gemini 1.5 Flash, GPT-4, PALM 2 TextBison) outperformed BERT-based models (ClinicalBERT, blueBERT) in extracting smoking status from clinical notes

Here are some reasons why 20 became the standard size: Convenience : A pack with 20 cigarettes is compact and easy to carry

The study found that metropolitan areas had the highest cigarette butt density (0.181 butts/m), while rural areas had the lowest (0.002 butts/m)

Nicotine withdrawal is the physical and psychological symptoms you feel when you stop or reduce the use of nicotine