A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences. - Gabriel Lino Garcia; João Renato Ribeiro Manesco; Pedro Henrique Paiola; Lucas Miranda; Maria Paola de Salvo; João Paulo Papa (CoRR, 2024)