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https://scholarhub.balamand.edu.lb/handle/uob/6554| Title: | Development and evaluation of a risk algorithm predicting alcohol dependence after early onset of regular alcohol use | Authors: | Bharat, Chrianna Glantz, Meyer D Aguilar-Gaxiola, Sergio Alonso, Jordi Bruffaerts, Ronny Bunting, Brendan Caldas-de-Almeida, José Miguel Cardoso, Graça Chardoul, Stephanie de Jonge, Peter Gureje, Oye Haro, Josep Maria Harris, Meredith G Karam, Elie G. Kawakami, Norito Kiejna, Andrzej Kovess-Masfety, Viviane Lee, Sing McGrath, John J Moskalewicz, Jacek Navarro-Mateu, Fernando Rapsey, Charlene Sampson, Nancy A Scott, Kate M Tachimori, Hisateru Ten Have, Margreet Vilagut, Gemma Wojtyniak, Bogdan Xavier, Miguel Kessler, Ronald C Degenhardt, Louisa |
Affiliations: | Faculty of Medicine | Keywords: | Adolescence Alcohol use Calibration Dependence Discrimination Machine learning |
Issue Date: | 2023-05 | Publisher: | Wiley Online Library | Part of: | Addiction | Abstract: | Likelihood of alcohol dependence (AD) is increased among people who transition to greater levels of alcohol involvement at a younger age. Indicated interventions delivered early may be effective in reducing risk, but could be costly. One way to increase cost-effectiveness would be to develop a prediction model that targeted interventions to the subset of youth with early alcohol use who are at highest risk of subsequent AD. |
URI: | https://scholarhub.balamand.edu.lb/handle/uob/6554 | ISSN: | 09652140 | DOI: | 10.1111/add.16122 | Ezproxy URL: | Link to full text | Type: | Journal Article |
| Appears in Collections: | Faculty of Medicine |
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