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{"target":"https://pubannotation.org/docs/sourcedb/PMC/sourceid/7782580","sourcedb":"PMC","sourceid":"7782580","source_url":"https://www.ncbi.nlm.nih.gov/pmc/7782580","text":"ain the convolutional neural network, which achieves a performance similar to that of experts and provides high scores for multiple statistical indices (F1 scores \u003e 96.72% (0.9307, 0.9890) and specificity \u003e99.33% (0.9792, 1.0000)). Heatmaps are used to visualize the salient features extracted by the neural network. Th","tracks":[{"project":"LitCovid-sentences","denotations":[{"id":"T7","span":{"begin":232,"end":316},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T7","pred":"source","obj":"LitCovid-sentences"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid-sentences","color":"#93ec96","default":true}]}]}}