标题/作者	年份
Extrapulmonary manifestations of COVID-19 A Gupta, MV Madhavan, K Sehgal, N Nair, S Mahajan, TS Sehrawat, ... Nature medicine 26 (7), 1017-1032	2020
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal L Wynants, B Van Calster, GS Collins, RD Riley, G Heinze, E Schuit, ... bmj 369	2020
Early treatment for Covid-19 with SARS-CoV-2 neutralizing antibody sotrovimab A Gupta, Y Gonzalez-Rojas, E Juarez, M Crespo Casal, J Moya, DR Falci, ... New England Journal of Medicine 385 (21), 1941-1950	2021
Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score SR Knight, A Ho, R Pius, I Buchan, G Carson, TM Drake, J Dunning, ... bmj 370	2020
Predictors of COVID‐19 severity: a literature review B Gallo Marin, G Aghagoli, K Lavine, L Yang, EJ Siff, SS Chiang, ... Reviews in medical virology 31 (1), 1-10	2021
Thrombosis risk associated with COVID-19 infection. A scoping review F Al-Ani, S Chehade, A Lazo-Langner Thrombosis research 192, 152-160	2020
Population risk factors for severe disease and mortality in COVID-19: A global systematic review and meta-analysis A Booth, AB Reed, S Ponzo, A Yassaee, M Aral, D Plans, A Labrique, ... PloS one 16 (3), e0247461	2021
Risk factors for hospitalization, mechanical ventilation, or death among 10 131 US veterans with SARS-CoV-2 infection GN Ioannou, E Locke, P Green, K Berry, AM O’Hare, JA Shah, K Crothers, ... JAMA network open 3 (9), e2022310-e2022310	2020
COVID-19-associated coagulopathy and disseminated intravascular coagulation H Asakura, H Ogawa International journal of hematology 113, 45-57	2021
Federated learning for predicting clinical outcomes in patients with COVID-19 I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ... Nature medicine 27 (10), 1735-1743	2021
Machine learning based early warning system enables accurate mortality risk prediction for COVID-19 Y Gao, GY Cai, W Fang, HY Li, SY Wang, L Chen, Y Yu, D Liu, S Xu, ... Nature communications 11 (1), 5033	2020
Early prediction of disease progression in COVID-19 pneumonia patients with chest CT and clinical characteristics Z Feng, Q Yu, S Yao, L Luo, W Zhou, X Mao, J Li, J Duan, Z Yan, M Yang, ... Nature communications 11 (1), 4968	2020
Clinical outcomes of hospitalised patients with COVID-19 and chronic inflammatory and autoimmune rheumatic diseases: a multicentric matched cohort study JL Pablos, M Galindo, L Carmona, A Lledó, M Retuerto, R Blanco, ... Annals of the rheumatic diseases 79 (12), 1544-1549	2020
Elevated serum levels of S100A8/A9 and HMGB1 at hospital admission are correlated with inferior clinical outcomes in COVID-19 patients L Chen, X Long, Q Xu, J Tan, G Wang, Y Cao, J Wei, H Luo, H Zhu, ... Cellular & molecular immunology 17 (9), 992-994	2020
The age-related risk of severe outcomes due to COVID-19 infection: a rapid review, meta-analysis, and meta-regression K Romero Starke, G Petereit-Haack, M Schubert, D Kämpf, A Schliebner, ... International journal of environmental research and public health 17 (16), 5974	2020
Patient trajectories among persons hospitalized for COVID-19: a cohort study BT Garibaldi, J Fiksel, J Muschelli, ML Robinson, M Rouhizadeh, J Perin, ... Annals of internal medicine 174 (1), 33-41	2021
Impact of age, sex, comorbidities and clinical symptoms on the severity of COVID-19 cases: A meta-analysis with 55 studies and 10014 cases MA Barek, MA Aziz, MS Islam Heliyon 6 (12)	2020
Transmission, viral kinetics and clinical characteristics of the emergent SARS-CoV-2 Delta VOC in Guangzhou, China Y Wang, R Chen, F Hu, Y Lan, Z Yang, C Zhan, J Shi, X Deng, M Jiang, ... EClinicalMedicine 40	2021
IL-6–based mortality risk model for hospitalized patients with COVID-19 R Laguna-Goya, A Utrero-Rico, P Talayero, M Lasa-Lazaro, ... Journal of Allergy and Clinical Immunology 146 (4), 799-807. e9	2020
COVID-19 in transplant recipients: the Spanish experience E Coll, M Fernández-Ruiz, JE Sánchez-Álvarez, JR Martínez-Fernández, ... American Journal of Transplantation 21 (5), 1825-1837	2021

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