PMC:7782580 / 56621-56767 JSONTXT

{"project":"LitCovid-PubTator","denotations":[{"id":"361","span":{"begin":13,"end":40},"obj":"Disease"}],"attributes":[{"id":"A361","pred":"tao:has_database_id","subj":"361","obj":"MESH:C537866"}],"namespaces":[{"prefix":"Tax","uri":"https://www.ncbi.nlm.nih.gov/taxonomy/"},{"prefix":"MESH","uri":"https://id.nlm.nih.gov/mesh/"},{"prefix":"Gene","uri":"https://www.ncbi.nlm.nih.gov/gene/"},{"prefix":"CVCL","uri":"https://web.expasy.org/cellosaurus/CVCL_"}],"text":"The weighted cross-entropy loss function was used and was minimized using the SGD optimizer with a learning rate of a1 (in this study, a1 = 0.01)."}

{"project":"LitCovid-sentences","denotations":[{"id":"T426","span":{"begin":0,"end":146},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"text":"The weighted cross-entropy loss function was used and was minimized using the SGD optimizer with a learning rate of a1 (in this study, a1 = 0.01)."}