Effect of a Machine Learning Recommender System and Viral Peer Marketing Intervention on Smoking Cessation: A Randomized Clinical Trial.

Faro, Jamie M; Chen, Jinying; Flahive, Julie; Nagawa, Catherine S; Orvek, Elizabeth A; Houston, Thomas K; Allison, Jeroan J; Person, Sharina D; Smith, Bridget M; Blok, Amanda C; Sadasivam, Rajani S

Faro, Jamie M; Chen, Jinying; Flahive, Julie; Nagawa, Catherine S; Orvek, Elizabeth A; Houston, Thomas K; Allison, Jeroan J; Person, Sharina D; Smith, Bridget M; Blok, Amanda C; Sadasivam, Rajani S.

Afiliação

Faro JM; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Chen J; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Flahive J; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Nagawa CS; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Orvek EA; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Houston TK; Wake Forest University School of Medicine, Winston-Salem, North Carolina.
Allison JJ; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Person SD; Division of Biostatistics and Health Services Research, Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester.
Smith BM; Spinal Cord Injury Quality Enhancement Research Initiative, Center of Innovation for Complex Chronic Healthcare, Hines VA Medical Center, Chicago, Illinois.
Blok AC; Department of Pediatrics and Center for Community Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Sadasivam RS; Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor.

JAMA Netw Open ; 6(1): e2250665, 2023 01 03.

Article em En | MEDLINE | ID: mdl-36633844

Assuntos

Abandono do Hábito de Fumar; Feminino; Humanos; Masculino; Abandono do Hábito de Fumar/métodos; Fumantes; Autorrelato; Terapia Comportamental; Aprendizado de Máquina

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Abandono do Hábito de Fumar Tipo de estudo: Clinical_trials / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male Idioma: En Revista: JAMA Netw Open Ano de publicação: 2023 Tipo de documento: Article País de publicação: Estados Unidos

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