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J Neuroradiol 39:104109 Funding The authors state that this work has not received any funding

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Methotrexate belongs to a class of drugs known as antimetabolites

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Furthermore, the lower performance of the BERT-uncased model suggests that its general language representations may be insufficient for clinical diagnostic tasks, thereby reinforcing the suitability of domain-specific models like ClinicalBERT and BioBERT for capturing clinical nuances