Comparing the effectiveness of a brief intervention to reduce unhealthy alcohol use among adult primary care patients with and without depression: A machine learning approach with augmented inverse probability weighting.

Papini, Santiago; Chi, Felicia W; Schuler, Alejandro; Satre, Derek D; Liu, Vincent X; Sterling, Stacy A

Papini, Santiago; Chi, Felicia W; Schuler, Alejandro; Satre, Derek D; Liu, Vincent X; Sterling, Stacy A.

Afiliação

Papini S; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA. Electronic address: santiago.x.papini@kp.org.
Chi FW; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA.
Schuler A; Division of Biostatistics, UC Berkeley School of Public Health, 2121 Berkeley Way, Berkeley, CA 94704, USA.
Satre DD; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA; Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, 675 18th Street, San Francisco, CA 94143, USA.
Liu VX; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA.
Sterling SA; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA; Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, 675 18th Street, San Francisco, CA 94143, USA.

Drug Alcohol Depend ; 239: 109607, 2022 10 01.

Article em En | MEDLINE | ID: mdl-36084444

Assuntos

Alcoolismo; Intervenção em Crise; Adulto; Consumo de Bebidas Alcoólicas/terapia; Alcoolismo/complicações; Alcoolismo/diagnóstico; Alcoolismo/terapia; Depressão/complicações; Depressão/terapia; Humanos; Aprendizado de Máquina; Atenção Primária à Saúde/métodos; Probabilidade

Palavras-chave

AIPW; Alcohol brief intervention; Causal machine learning; Depression; SBIRT; Treatment heterogeneity

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 11_ODS3_cobertura_universal / 1_ASSA2030 / 2_ODS3 / 8_ODS3_consumo_sustancias_psicoactivas Base de dados: MEDLINE Assunto principal: Intervenção em Crise / Alcoolismo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Adult / Humans Idioma: En Revista: Drug Alcohol Depend Ano de publicação: 2022 Tipo de documento: Article

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