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. 2024 Nov 1;13:274. doi: 10.1186/s13643-024-02688-w

Fig. 1.

Fig. 1

Workflow of presented methodology. First, the title and abstracts are successively screened by two human reviewers who decide if a citation should be included or excluded. Next, the titles and abstracts are processed by natural language processing (NLP) techniques to receive a numeric dataset, that is subsequently used to train machine learning (ML) models with respect to binary classification of in- or exclusion