Hyperparameter-training for the Mega-Meta project

The repository is part of the so-called, Mega-Meta study on reviewing factors contributing to substance use, anxiety, and depressive disorders. The study protocol has been pre-registered at Prospero. The procedure for obtaining the search terms, the exact search query, and selecting key papers by expert consensus can be found on the Open Science Framework. The three datasets, one for each disorder, used for screening in ASReview and the partly labeled output datasets can be found on DANS[NEEDS LINK].

Related Organizations

Utrecht University
Netherlands

Keywords

machine learning, systematic review, neural network, ASReview, active learning, text data, convolutional neural network, natural language processing

Impact byBIP!

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