PMC:7078825 / 9699-10652 JSONTXT

{"target":"https://pubannotation.org/docs/sourcedb/PMC/sourceid/7078825","sourcedb":"PMC","sourceid":"7078825","source_url":"https://www.ncbi.nlm.nih.gov/pmc/7078825","text":"COVID-19 is a rapidly spreading infectious disease with, at the time of submission, more than 80,000 cases and a mortality so far known to be 3.4% [10]. It is important to predict the development of this outbreak as early and as reliably as possible, in order to take action to prevent its spread. Our data showed that the two popularly used Internet search engines, Google and Baidu, and the social media platform, Sina Weibo, were able to predict the disease outbreak 1–2 weeks earlier than the traditional surveillance systems. The role of Internet surveillance tools in early prediction of other epidemics has been reported previously, including for influenza [4], dengue fever [5], H1N1 [6], Zika [7], measles [8] and Middle East respiratory syndrome [9]. The availability of early information about infectious diseases through Internet search engines and social media will be helpful for making decisions related to disease control and prevention.","tracks":[{"project":"LitCovid-PMC-OGER-BB","denotations":[{"id":"T47","span":{"begin":0,"end":8},"obj":"SP_7"},{"id":"T46","span":{"begin":552,"end":564},"obj":"GO:0065007"},{"id":"T45","span":{"begin":735,"end":746},"obj":"UBERON:0001004"},{"id":"T44","span":{"begin":930,"end":937},"obj":"GO:0065007"}],"attributes":[{"subj":"T47","pred":"source","obj":"LitCovid-PMC-OGER-BB"},{"subj":"T46","pred":"source","obj":"LitCovid-PMC-OGER-BB"},{"subj":"T45","pred":"source","obj":"LitCovid-PMC-OGER-BB"},{"subj":"T44","pred":"source","obj":"LitCovid-PMC-OGER-BB"}]},{"project":"LitCovid-PD-MONDO","denotations":[{"id":"T34","span":{"begin":0,"end":8},"obj":"Disease"},{"id":"T35","span":{"begin":32,"end":50},"obj":"Disease"},{"id":"T36","span":{"begin":654,"end":663},"obj":"Disease"},{"id":"T37","span":{"begin":669,"end":681},"obj":"Disease"},{"id":"T38","span":{"begin":697,"end":701},"obj":"Disease"},{"id":"T39","span":{"begin":707,"end":714},"obj":"Disease"},{"id":"T40","span":{"begin":805,"end":815},"obj":"Disease"}],"attributes":[{"id":"A34","pred":"mondo_id","subj":"T34","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A35","pred":"mondo_id","subj":"T35","obj":"http://purl.obolibrary.org/obo/MONDO_0005550"},{"id":"A36","pred":"mondo_id","subj":"T36","obj":"http://purl.obolibrary.org/obo/MONDO_0005812"},{"id":"A37","pred":"mondo_id","subj":"T37","obj":"http://purl.obolibrary.org/obo/MONDO_0005502"},{"id":"A38","pred":"mondo_id","subj":"T38","obj":"http://purl.obolibrary.org/obo/MONDO_0018661"},{"id":"A39","pred":"mondo_id","subj":"T39","obj":"http://purl.obolibrary.org/obo/MONDO_0004619"},{"id":"A40","pred":"mondo_id","subj":"T40","obj":"http://purl.obolibrary.org/obo/MONDO_0005550"},{"subj":"T34","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T35","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T36","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T37","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T38","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T39","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T40","pred":"source","obj":"LitCovid-PD-MONDO"}]},{"project":"LitCovid-PD-CLO","denotations":[{"id":"T26","span":{"begin":12,"end":13},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T27","span":{"begin":111,"end":112},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T28","span":{"begin":610,"end":613},"obj":"http://purl.obolibrary.org/obo/CLO_0051582"}],"attributes":[{"subj":"T26","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T27","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T28","pred":"source","obj":"LitCovid-PD-CLO"}]},{"project":"LitCovid-sentences","denotations":[{"id":"T75","span":{"begin":0,"end":152},"obj":"Sentence"},{"id":"T76","span":{"begin":153,"end":297},"obj":"Sentence"},{"id":"T77","span":{"begin":298,"end":530},"obj":"Sentence"},{"id":"T78","span":{"begin":531,"end":760},"obj":"Sentence"},{"id":"T79","span":{"begin":761,"end":953},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T75","pred":"source","obj":"LitCovid-sentences"},{"subj":"T76","pred":"source","obj":"LitCovid-sentences"},{"subj":"T77","pred":"source","obj":"LitCovid-sentences"},{"subj":"T78","pred":"source","obj":"LitCovid-sentences"},{"subj":"T79","pred":"source","obj":"LitCovid-sentences"}]},{"project":"LitCovid-PD-HP","denotations":[{"id":"T16","span":{"begin":676,"end":681},"obj":"Phenotype"}],"attributes":[{"id":"A16","pred":"hp_id","subj":"T16","obj":"http://purl.obolibrary.org/obo/HP_0001945"},{"subj":"T16","pred":"source","obj":"LitCovid-PD-HP"}]},{"project":"2_test","denotations":[{"id":"32183935-19020500-29321489","span":{"begin":665,"end":666},"obj":"19020500"},{"id":"32183935-28719659-29321490","span":{"begin":683,"end":684},"obj":"28719659"},{"id":"32183935-19941777-29321491","span":{"begin":693,"end":694},"obj":"19941777"},{"id":"32183935-27251981-29321492","span":{"begin":703,"end":704},"obj":"27251981"},{"id":"32183935-31268123-29321493","span":{"begin":716,"end":717},"obj":"31268123"},{"id":"32183935-27595921-29321494","span":{"begin":757,"end":758},"obj":"27595921"}],"attributes":[{"subj":"32183935-19020500-29321489","pred":"source","obj":"2_test"},{"subj":"32183935-28719659-29321490","pred":"source","obj":"2_test"},{"subj":"32183935-19941777-29321491","pred":"source","obj":"2_test"},{"subj":"32183935-27251981-29321492","pred":"source","obj":"2_test"},{"subj":"32183935-31268123-29321493","pred":"source","obj":"2_test"},{"subj":"32183935-27595921-29321494","pred":"source","obj":"2_test"}]},{"project":"LitCovid-PubTator","denotations":[{"id":"120","span":{"begin":416,"end":420},"obj":"Species"},{"id":"122","span":{"begin":0,"end":8},"obj":"Disease"},{"id":"123","span":{"begin":32,"end":50},"obj":"Disease"},{"id":"124","span":{"begin":113,"end":122},"obj":"Disease"},{"id":"125","span":{"begin":676,"end":681},"obj":"Disease"},{"id":"126","span":{"begin":723,"end":755},"obj":"Disease"},{"id":"127","span":{"begin":805,"end":824},"obj":"Disease"}],"attributes":[{"id":"A120","pred":"tao:has_database_id","subj":"120","obj":"Tax:647292"},{"id":"A122","pred":"tao:has_database_id","subj":"122","obj":"MESH:C000657245"},{"id":"A123","pred":"tao:has_database_id","subj":"123","obj":"MESH:D003141"},{"id":"A124","pred":"tao:has_database_id","subj":"124","obj":"MESH:D003643"},{"id":"A125","pred":"tao:has_database_id","subj":"125","obj":"MESH:D005334"},{"id":"A126","pred":"tao:has_database_id","subj":"126","obj":"MESH:D018352"},{"id":"A127","pred":"tao:has_database_id","subj":"127","obj":"MESH:D003141"},{"subj":"120","pred":"source","obj":"LitCovid-PubTator"},{"subj":"122","pred":"source","obj":"LitCovid-PubTator"},{"subj":"123","pred":"source","obj":"LitCovid-PubTator"},{"subj":"124","pred":"source","obj":"LitCovid-PubTator"},{"subj":"125","pred":"source","obj":"LitCovid-PubTator"},{"subj":"126","pred":"source","obj":"LitCovid-PubTator"},{"subj":"127","pred":"source","obj":"LitCovid-PubTator"}],"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_"}]},{"project":"MyTest","denotations":[{"id":"32183935-19020500-29321489","span":{"begin":665,"end":666},"obj":"19020500"},{"id":"32183935-28719659-29321490","span":{"begin":683,"end":684},"obj":"28719659"},{"id":"32183935-19941777-29321491","span":{"begin":693,"end":694},"obj":"19941777"},{"id":"32183935-27251981-29321492","span":{"begin":703,"end":704},"obj":"27251981"},{"id":"32183935-31268123-29321493","span":{"begin":716,"end":717},"obj":"31268123"},{"id":"32183935-27595921-29321494","span":{"begin":757,"end":758},"obj":"27595921"}],"namespaces":[{"prefix":"_base","uri":"https://www.uniprot.org/uniprot/testbase"},{"prefix":"UniProtKB","uri":"https://www.uniprot.org/uniprot/"},{"prefix":"uniprot","uri":"https://www.uniprot.org/uniprotkb/"}],"attributes":[{"subj":"32183935-19020500-29321489","pred":"source","obj":"MyTest"},{"subj":"32183935-28719659-29321490","pred":"source","obj":"MyTest"},{"subj":"32183935-19941777-29321491","pred":"source","obj":"MyTest"},{"subj":"32183935-27251981-29321492","pred":"source","obj":"MyTest"},{"subj":"32183935-31268123-29321493","pred":"source","obj":"MyTest"},{"subj":"32183935-27595921-29321494","pred":"source","obj":"MyTest"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid-PMC-OGER-BB","color":"#93a6ec","default":true},{"id":"LitCovid-PD-MONDO","color":"#c0ec93"},{"id":"LitCovid-PD-CLO","color":"#ec93da"},{"id":"LitCovid-sentences","color":"#93ece3"},{"id":"LitCovid-PD-HP","color":"#ecc993"},{"id":"2_test","color":"#af93ec"},{"id":"LitCovid-PubTator","color":"#93ec95"},{"id":"MyTest","color":"#ec93aa"}]}]}}