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The study was published in the journal Digital Biomarkers with the full title Digital vocal biomarker of smoking status using ecological audio recordings: results from the Colive Voice study.

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[35] China also remains one of the three leading countries (along with India and the United States) in total number of female smokers, although these three countries accounted for only 27.3% of the world's female smokers, indicating that the tobacco epidemic is less geographically concentrated for women than for men