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{"target":"https://pubannotation.org/docs/sourcedb/PMC/sourceid/7510993","sourcedb":"PMC","sourceid":"7510993","source_url":"https://www.ncbi.nlm.nih.gov/pmc/7510993","text":"To ensure the robustness of our results, we investigated the relationship between various environmental variables (climate, host susceptibility to COVID-19, international human mobility, and socioeconomic factors) and the number of COVID-19 cases (per 1 million population) using the two different approaches: conventional multiple linear regression and random forest, which is a machine-learning model [15].","tracks":[{"project":"LitCovid-PD-MONDO","denotations":[{"id":"T60","span":{"begin":147,"end":155},"obj":"Disease"},{"id":"T61","span":{"begin":232,"end":240},"obj":"Disease"}],"attributes":[{"id":"A60","pred":"mondo_id","subj":"T60","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A61","pred":"mondo_id","subj":"T61","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"subj":"T60","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T61","pred":"source","obj":"LitCovid-PD-MONDO"}]},{"project":"LitCovid-PD-CLO","denotations":[{"id":"T33","span":{"begin":171,"end":176},"obj":"http://purl.obolibrary.org/obo/NCBITaxon_9606"},{"id":"T34","span":{"begin":378,"end":379},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"}],"attributes":[{"subj":"T33","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T34","pred":"source","obj":"LitCovid-PD-CLO"}]},{"project":"LitCovid-PubTator","denotations":[{"id":"170","span":{"begin":171,"end":176},"obj":"Species"},{"id":"171","span":{"begin":147,"end":155},"obj":"Disease"},{"id":"172","span":{"begin":232,"end":240},"obj":"Disease"}],"attributes":[{"id":"A170","pred":"tao:has_database_id","subj":"170","obj":"Tax:9606"},{"id":"A171","pred":"tao:has_database_id","subj":"171","obj":"MESH:C000657245"},{"id":"A172","pred":"tao:has_database_id","subj":"172","obj":"MESH:C000657245"},{"subj":"170","pred":"source","obj":"LitCovid-PubTator"},{"subj":"171","pred":"source","obj":"LitCovid-PubTator"},{"subj":"172","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":"LitCovid-PD-GO-BP","denotations":[{"id":"T2","span":{"begin":388,"end":396},"obj":"http://purl.obolibrary.org/obo/GO_0007612"}],"attributes":[{"subj":"T2","pred":"source","obj":"LitCovid-PD-GO-BP"}]},{"project":"LitCovid-sentences","denotations":[{"id":"T47","span":{"begin":0,"end":408},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T47","pred":"source","obj":"LitCovid-sentences"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid-PD-MONDO","color":"#ec93bc","default":true},{"id":"LitCovid-PD-CLO","color":"#93d6ec"},{"id":"LitCovid-PubTator","color":"#ece893"},{"id":"LitCovid-PD-GO-BP","color":"#ce93ec"},{"id":"LitCovid-sentences","color":"#93ecb4"}]}]}}