Development and validation of a predictive scoring system for in-hospital mortality in COVID-19 Egyptian patients: a retrospective study
SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management...
Saved in:
Published in | Scientific reports Vol. 12; no. 1; pp. 22352 - 11 |
---|---|
Main Authors | , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
26.12.2022
Nature Publishing Group Nature Portfolio |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management procedures. A retrospective cohort study included all data records of patients with positive PCR for SARS-CoV-2. The factors that associated with mortality were analyzed, then allocation of potential predictors of mortality was executed using different logistic regression modeling, subsequently scoring system was developed from the most weighted predictors. The mortality rate of patients with COVID-19 pneumonia was 28.5% and 28.74%, respectively. The most significant factors that affected in-hospital mortality were old age (> 60 years), delay in hospital admission (> 4 days), high neutrophil/lymphocyte ratio “NLR” (> 3); higher computed tomography severity score; and CT-SS (> 20), in addition to using remdesivir and tocilizumab in the treatment protocol (P < 0.001 for all). The validity of the newly performed score was significant; the AUC was 85%, P < 0.001, and its prognostic utility was good; the AUC was 75%, P < 0.001. The prognostic utility of newly developed score system (EGY.Score) was excellent and could be used to adjust the treatment strategy of highly at-risk patients with COVID-19 pneumonia. |
---|---|
AbstractList | SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management procedures. A retrospective cohort study included all data records of patients with positive PCR for SARS-CoV-2. The factors that associated with mortality were analyzed, then allocation of potential predictors of mortality was executed using different logistic regression modeling, subsequently scoring system was developed from the most weighted predictors. The mortality rate of patients with COVID-19 pneumonia was 28.5% and 28.74%, respectively. The most significant factors that affected in-hospital mortality were old age (> 60 years), delay in hospital admission (> 4 days), high neutrophil/lymphocyte ratio “NLR” (> 3); higher computed tomography severity score; and CT-SS (> 20), in addition to using remdesivir and tocilizumab in the treatment protocol (P < 0.001 for all). The validity of the newly performed score was significant; the AUC was 85%, P < 0.001, and its prognostic utility was good; the AUC was 75%, P < 0.001. The prognostic utility of newly developed score system (EGY.Score) was excellent and could be used to adjust the treatment strategy of highly at-risk patients with COVID-19 pneumonia. Abstract SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management procedures. A retrospective cohort study included all data records of patients with positive PCR for SARS-CoV-2. The factors that associated with mortality were analyzed, then allocation of potential predictors of mortality was executed using different logistic regression modeling, subsequently scoring system was developed from the most weighted predictors. The mortality rate of patients with COVID-19 pneumonia was 28.5% and 28.74%, respectively. The most significant factors that affected in-hospital mortality were old age (> 60 years), delay in hospital admission (> 4 days), high neutrophil/lymphocyte ratio “NLR” (> 3); higher computed tomography severity score; and CT-SS (> 20), in addition to using remdesivir and tocilizumab in the treatment protocol (P < 0.001 for all). The validity of the newly performed score was significant; the AUC was 85%, P < 0.001, and its prognostic utility was good; the AUC was 75%, P < 0.001. The prognostic utility of newly developed score system (EGY.Score) was excellent and could be used to adjust the treatment strategy of highly at-risk patients with COVID-19 pneumonia. Abstract SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management procedures. A retrospective cohort study included all data records of patients with positive PCR for SARS-CoV-2. The factors that associated with mortality were analyzed, then allocation of potential predictors of mortality was executed using different logistic regression modeling, subsequently scoring system was developed from the most weighted predictors. The mortality rate of patients with COVID-19 pneumonia was 28.5% and 28.74%, respectively. The most significant factors that affected in-hospital mortality were old age (> 60 years), delay in hospital admission (> 4 days), high neutrophil/lymphocyte ratio “NLR” (> 3); higher computed tomography severity score; and CT-SS (> 20), in addition to using remdesivir and tocilizumab in the treatment protocol (P < 0.001 for all). The validity of the newly performed score was significant; the AUC was 85%, P < 0.001, and its prognostic utility was good; the AUC was 75%, P < 0.001. The prognostic utility of newly developed score system (EGY.Score) was excellent and could be used to adjust the treatment strategy of highly at-risk patients with COVID-19 pneumonia. SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating treatment outcomes. Therefore, the developing and validating a simple score system from observational data could assist in modulating the management procedures. A retrospective cohort study included all data records of patients with positive PCR for SARS-CoV-2. The factors that associated with mortality were analyzed, then allocation of potential predictors of mortality was executed using different logistic regression modeling, subsequently scoring system was developed from the most weighted predictors. The mortality rate of patients with COVID-19 pneumonia was 28.5% and 28.74%, respectively. The most significant factors that affected in-hospital mortality were old age (> 60 years), delay in hospital admission (> 4 days), high neutrophil/lymphocyte ratio “NLR” (> 3); higher computed tomography severity score; and CT-SS (> 20), in addition to using remdesivir and tocilizumab in the treatment protocol (P < 0.001 for all). The validity of the newly performed score was significant; the AUC was 85%, P < 0.001, and its prognostic utility was good; the AUC was 75%, P < 0.001. The prognostic utility of newly developed score system (EGY.Score) was excellent and could be used to adjust the treatment strategy of highly at-risk patients with COVID-19 pneumonia. |
ArticleNumber | 22352 |
Author | Fahim, Jaklin S. Elkholy, Ahmad M. El-Bouseary, Maisra M. De Waard, Michel Elgamal, Nabila N. Faidah, Hani El-Masry, Thanaa A. Mohamed, Mohamed Emam Elgohary, Mohamed AbdelSalam Helal, Amro M. Bantun, Farkad Seadawy, Mohamed G. Shishtawy, Hesham M. Ali, Asmaa |
Author_xml | – sequence: 1 givenname: Mohamed AbdelSalam surname: Elgohary fullname: Elgohary, Mohamed AbdelSalam email: masg690@gmail.com organization: Department of Tropical Medicine, Military Medical Academy – sequence: 2 givenname: Asmaa orcidid: 0000-0002-7421-5085 surname: Ali fullname: Ali, Asmaa organization: Department of Pulmonary Medicine, Abbassia Chest Hospital, MOH, Department of Laboratory Medicine, School of Medicine, Jiangsu University – sequence: 3 givenname: Thanaa A. surname: El-Masry fullname: El-Masry, Thanaa A. organization: Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tanta University – sequence: 4 givenname: Hani surname: Faidah fullname: Faidah, Hani organization: Department of Microbiology, Faculty of Medicine, Umm Al-Qura University – sequence: 5 givenname: Farkad orcidid: 0000-0002-7851-6977 surname: Bantun fullname: Bantun, Farkad organization: Department of Microbiology, Faculty of Medicine, Umm Al-Qura University – sequence: 6 givenname: Ahmad M. surname: Elkholy fullname: Elkholy, Ahmad M. organization: Department of Tropical Medicine, Almaza Military Fever Hospital – sequence: 7 givenname: Jaklin S. surname: Fahim fullname: Fahim, Jaklin S. organization: Department of Microbiology, Almaza Military Fever Hospital – sequence: 8 givenname: Nabila N. surname: Elgamal fullname: Elgamal, Nabila N. organization: Department of Tropical Medicine, Almaza Military Fever Hospital – sequence: 9 givenname: Mohamed Emam surname: Mohamed fullname: Mohamed, Mohamed Emam organization: Department of Tropical Medicine, Almaza Military Fever Hospital – sequence: 10 givenname: Mohamed G. surname: Seadawy fullname: Seadawy, Mohamed G. organization: Biological Prevention Department, Ministry of Defense – sequence: 11 givenname: Amro M. surname: Helal fullname: Helal, Amro M. organization: Department of Public Health, Almaza Military Fever Hospital – sequence: 12 givenname: Michel surname: De Waard fullname: De Waard, Michel organization: Smartox Biotechnology, L’institut du Thorax, INSERM, CNRS, Univ Nantes, Université de Nice Sophia-Antipolis, LabEx “Ion Channels, Science & Therapeutics” – sequence: 13 givenname: Hesham M. surname: Shishtawy fullname: Shishtawy, Hesham M. organization: Egyptian Military Medical Services Administration – sequence: 14 givenname: Maisra M. orcidid: 0000-0001-6503-0719 surname: El-Bouseary fullname: El-Bouseary, Maisra M. email: maysra_mohamed@pharm.tanta.edu.eg organization: Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36572690$$D View this record in MEDLINE/PubMed |
BookMark | eNp9ks1u1DAQxy1UREvpC3BAljgH_O2YAxLaFlipUi_A1XJiZ-tVEgfbu1XeoI-Nt1lKe8GXscb_-Y3n4zU4GcPoAHiL0QeMaP0xMcxVXSFCKiKYxNXdC3BGEOMVoYScPLmfgouUtqgcThTD6hU4pYJLIhQ6A_eXbu_6MA1uzNCMFu5N763JPowwdNDAKTrr2-z3DqY2RD9uYJpTdgPsQoR-rG5Dmnw2PRxCLMbnuXjh6ubX-rLCCl5t5il7M8KpQEuS9KlAo8uxhLkjN-_s_Aa87Eyf3MXRnoOfX69-rL5X1zff1qsv11XLGcqVsNIJRxhvBHFNi2uLOeUNRdxyyS1pVYcaaaUlQpIOlc6YWnAsEW0c40V7DtYL1waz1VP0g4mzDsbrB0eIG21i9m3vdEMVpa2wtOkaRlhTs9oiaTEiykhJDqzPC2vaNYOzbSkvmv4Z9PnL6G_1Juy1kgpjfgC8PwJi-L1zKett2MWx1K-J5DWWQjJUVGRRtaVpKbruMQNG-rAMelkGXZZBPyyDvitB757-7THk7-iLgC6CNB2m6uK_3P_B_gHNzMNk |
CitedBy_id | crossref_primary_10_3390_antibiotics12111609 crossref_primary_10_1186_s12890_023_02551_z |
Cites_doi | 10.1186/s12879-021-06369-0 10.1001/jamainternmed.2020.6252 10.1056/NEJMoa2002032 10.1016/j.jaci.2020.04.006 10.1016/j.jinf.2020.04.021 10.1016/j.cegh.2021.100871 10.7759/cureus.10869 10.1016/j.jbi.2005.02.008 10.1002/emp2.12406 10.1007/s10067-020-05190-5 10.1002/14651858.CD013881 10.1038/s41598-020-76187-y 10.1016/j.dsx.2020.07.053 10.1016/j.jacc.2020.03.031 10.4040/jkan.2013.43.2.154 10.1016/j.ebiom.2020.102924 10.1007/s00330-020-07022-1 10.1001/jamainternmed.2020.2033 10.1016/S1473-3099(20)30243-7 10.1001/jamainternmed.2020.6820 10.1016/j.immuni.2020.04.003 10.1177/20503121211051573 10.1186/s12873-021-00466-8 10.1186/s12879-020-05561-y 10.1186/s43168-022-00122-0 10.1371/journal.pone.0242763 10.1016/j.cell.2020.02.052 10.1042/BSR20203455 10.1016/j.ijid.2020.05.021 10.1378/chest.07-3061 10.1007/s11547-020-01200-3 10.1111/jep.12064 10.1148/ryct.2020200047 10.3389/fcimb.2020.00318 10.1177/21501327211041486 10.1186/cc4951 10.1590/s1413-86702008000200006 10.1016/j.cegh.2020.07.011 10.1016/j.eclinm.2020.100426 10.1186/1471-2105-7-514 10.1016/j.jinf.2020.05.064 10.25122/jml-2021-0175 10.1056/NEJMoa2100433 10.1371/journal.pone.0249038 10.1371/journal.pone.0245772 10.1371/journal.pone.0263471 10.1002/JLB.3COVR0520-272R 10.23750/abm.v92i3.10630 10.1002/jmv.26050 10.1016/S0140-6736(20)30566-3 10.1038/s41421-020-0147-1 10.1056/NEJMoa2101643 10.1016/S2665-9913(20) 10.1186/s41182-021-00347-7 10.7759/cureus.17660 10.1590/S1678-9946202062043 10.5812/pedinfect.110201 10.1136/bmj.m3339 10.1016/j.jaci.2020.05.008 10.2139/ssrn.3889535 |
ContentType | Journal Article |
Copyright | The Author(s) 2022 2022. The Author(s). The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: The Author(s) 2022 – notice: 2022. The Author(s). – notice: The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | C6C CGR CUY CVF ECM EIF NPM AAYXX CITATION 3V. 7X7 7XB 88A 88E 88I 8FE 8FH 8FI 8FJ 8FK ABUWG AFKRA AZQEC BBNVY BENPR BHPHI CCPQU COVID DWQXO FYUFA GHDGH GNUQQ HCIFZ K9. LK8 M0S M1P M2P M7P PIMPY PQEST PQQKQ PQUKI PRINS Q9U 5PM DOA |
DOI | 10.1038/s41598-022-26471-w |
DatabaseName | Springer Nature OA Free Journals Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed CrossRef ProQuest Central (Corporate) ProQuest Health & Medical Collection ProQuest Central (purchase pre-March 2016) Biology Database (Alumni Edition) Medical Database (Alumni Edition) Science Database (Alumni Edition) ProQuest SciTech Collection ProQuest Natural Science Collection Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest Central ProQuest Central Essentials Biological Science Collection AUTh Library subscriptions: ProQuest Central ProQuest Natural Science Collection ProQuest One Community College Coronavirus Research Database ProQuest Central Korea Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Biological Sciences Health & Medical Collection (Alumni Edition) PML(ProQuest Medical Library) ProQuest Science Journals Biological Science Database Publicly Available Content Database ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic PubMed Central (Full Participant titles) DOAJ Directory of Open Access Journals |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) CrossRef Publicly Available Content Database ProQuest Central Student ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Natural Science Collection ProQuest Central China ProQuest Biology Journals (Alumni Edition) ProQuest Central Health Research Premium Collection Health and Medicine Complete (Alumni Edition) Natural Science Collection ProQuest Central Korea Biological Science Collection ProQuest Medical Library (Alumni) ProQuest Science Journals (Alumni Edition) ProQuest Biological Science Collection ProQuest Central Basic ProQuest Science Journals ProQuest One Academic Eastern Edition Coronavirus Research Database ProQuest Hospital Collection Health Research Premium Collection (Alumni) Biological Science Database ProQuest SciTech Collection ProQuest Hospital Collection (Alumni) ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition ProQuest One Academic ProQuest Central (Alumni) |
DatabaseTitleList | MEDLINE CrossRef Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: C6C name: Springer_OA刊 url: http://www.springeropen.com/ sourceTypes: Publisher – sequence: 2 dbid: DOA name: Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 3 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 4 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 5 dbid: BENPR name: AUTh Library subscriptions: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Biology |
EISSN | 2045-2322 |
EndPage | 11 |
ExternalDocumentID | oai_doaj_org_article_b3933c6d3bfb424b848d07d1029a7725 10_1038_s41598_022_26471_w 36572690 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GeographicLocations | Egypt |
GeographicLocations_xml | – name: Egypt |
GrantInformation_xml | – fundername: Tanta University – fundername: ; |
GroupedDBID | 0R~ 3V. 4.4 53G 5VS 7X7 88A 88E 88I 8FE 8FH 8FI 8FJ AAFWJ AAJSJ AAKDD ABDBF ABUWG ACGFS ACSMW ADBBV ADRAZ AENEX AFKRA AJTQC ALIPV ALMA_UNASSIGNED_HOLDINGS AOIJS AZQEC BAWUL BBNVY BCNDV BENPR BHPHI BPHCQ BVXVI C6C CCPQU DIK DWQXO EBD EBLON EBS ESX FYUFA GNUQQ GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE KQ8 LK8 M0L M1P M2P M48 M7P M~E NAO OK1 PIMPY PQQKQ PROAC PSQYO RIG RNT RNTTT RPM SNYQT UKHRP CGR CUY CVF ECM EIF NPM AAYXX AFPKN CITATION 7XB 8FK COVID K9. PQEST PQUKI PRINS Q9U 5PM |
ID | FETCH-LOGICAL-c540t-6d7e6e245b62ebc18d1535b305d575d2c9f0b7d7d2672f0647a8651703be45153 |
IEDL.DBID | RPM |
ISSN | 2045-2322 |
IngestDate | Tue Oct 22 15:16:18 EDT 2024 Tue Sep 17 21:31:46 EDT 2024 Thu Oct 10 22:55:29 EDT 2024 Fri Aug 23 01:12:17 EDT 2024 Wed Oct 16 00:39:38 EDT 2024 Fri Oct 11 20:56:12 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
License | 2022. The Author(s). Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c540t-6d7e6e245b62ebc18d1535b305d575d2c9f0b7d7d2672f0647a8651703be45153 |
ORCID | 0000-0002-7421-5085 0000-0002-7851-6977 0000-0001-6503-0719 |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791155/ |
PMID | 36572690 |
PQID | 2758176740 |
PQPubID | 2041939 |
PageCount | 11 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_b3933c6d3bfb424b848d07d1029a7725 pubmedcentral_primary_oai_pubmedcentral_nih_gov_9791155 proquest_journals_2758176740 crossref_primary_10_1038_s41598_022_26471_w pubmed_primary_36572690 springer_journals_10_1038_s41598_022_26471_w |
PublicationCentury | 2000 |
PublicationDate | 2022-12-26 |
PublicationDateYYYYMMDD | 2022-12-26 |
PublicationDate_xml | – month: 12 year: 2022 text: 2022-12-26 day: 26 |
PublicationDecade | 2020 |
PublicationPlace | London |
PublicationPlace_xml | – name: London – name: England |
PublicationTitle | Scientific reports |
PublicationTitleAbbrev | Sci Rep |
PublicationTitleAlternate | Sci Rep |
PublicationYear | 2022 |
Publisher | Nature Publishing Group UK Nature Publishing Group Nature Portfolio |
Publisher_xml | – name: Nature Publishing Group UK – name: Nature Publishing Group – name: Nature Portfolio |
References | Li (CR19) 2020; 146 Shaweno (CR3) 2021; 49 Kotak (CR61) 2020; 12 Hoffmann (CR73) 2020; 181 Guan (CR44) 2020; 382 Oliveira (CR7) 2021; 16 Hermine (CR70) 2021; 181 Guimarães (CR67) 2021; 385 Ahmad (CR13) 2021; 12 Wang, Tian, Li, Zhan, Guo, Liu (CR34) 2020; 58 Elgohary (CR55) 2022; 15 Haji Aghajani, Sistanizad, Pourhoseingholi, Asadpoordezaki, Taherpour (CR46) 2021; 12 Yang (CR29) 2020; 2 Zheng (CR47) 2020; 81 Wang, Jiang, Chen, Montaner (CR59) 2020; 108 Biagioli (CR25) 2006; 10 Kumar (CR48) 2020 Driggin (CR1) 2020; 75 CR2 Shi (CR8) 2021; 21 Knight (CR21) 2020; 370 Soto, Solari, Agapito, Acuna-Villaorduna, Lambert, Gotuzzo, Van der Stuyft (CR35) 2008; 12 Gupta (CR68) 2021; 181 Borghesi, Maroldi (CR51) 2020; 125 Frediansyah, Nainu, Dhama, Mudatsir, Harapan (CR57) 2021; 9 CR5 Chen (CR63) 2020; 15 CR9 Ghosn (CR64) 2021 Steinberg, Balakrishna, Habboushe, Shawl, Lee (CR14) 2020; 22 Clark, Chapter (CR31) 1963; 33 Nix, Barnette (CR32) 1998; 5 Hirano, Murakami (CR72) 2020; 52 Zhou (CR18) 2020; 395 Rai, Ranjan, Ameet, Pandey (CR17) 2021; 13 CR40 Barbini, Cevenini, Furini, Barbini (CR24) 2014; 20 Gopalan (CR23) 2022; 17 Tian (CR49) 2020; 92 Jeong (CR30) 2021; 21 Shang (CR20) 2020; 24 Demichelis, Magni, Piergiorgi, Rubin, Bellazzi (CR26) 2006; 7 Salunke (CR16) 2020; 14 Hartmann, Krois, Waske (CR36) 2018 Espinosa (CR42) 2020; 62 Herold (CR71) 2020; 146 Park (CR33) 2013; 43 CR56 Borghesi (CR52) 2020; 96 CR54 Chen, Russo, Miller, Murphy, Burmeister (CR45) 2021; 2 CR53 Lasko, Bhagwat, Zou, Ohno-Machado (CR27) 2005; 38 Zhang, Chen, Yang, Yang (CR74) 2022; 101 (CR65) 2021; 384 Cao (CR10) 2020; 6 Assal (CR11) 2022; 16 Verity (CR41) 2020; 20 Olivas-Martınez (CR6) 2021; 16 Chauhan (CR15) 2021; 92 Galloway (CR22) 2020; 81 Karimi (CR43) 2021 Tsai, Diawara, Nahass, Brunetti (CR60) 2020; 10 Zhang (CR37) 2020; 10 CR69 Kuzniewicz (CR28) 2008; 133 Boari (CR50) 2020 Liang, He, Tang (CR39) 2020; 20 Guaraldi (CR66) 2020; 2 Esfahanian, Seyedalinaghi, Janfaza, Tantuoyir (CR4) 2021; 9 CR62 Soy (CR58) 2020; 39 Liang (CR12) 2020; 180 Qin (CR38) 2020; 30 L Ghosn (26471_CR64) 2021 O Hermine (26471_CR70) 2021; 181 E Steinberg (26471_CR14) 2020; 22 T Herold (26471_CR71) 2020; 146 N Gopalan (26471_CR23) 2022; 17 M Elgohary (26471_CR55) 2022; 15 S Wang (26471_CR34) 2020; 58 W Tian (26471_CR49) 2020; 92 HA Park (26471_CR33) 2013; 43 T Shaweno (26471_CR3) 2021; 49 E Driggin (26471_CR1) 2020; 75 L Qin (26471_CR38) 2020; 30 M Liang (26471_CR39) 2020; 20 A Karimi (26471_CR43) 2021 PO Guimarães (26471_CR67) 2021; 385 A Soto (26471_CR35) 2008; 12 AA Salunke (26471_CR16) 2020; 14 Z Chen (26471_CR45) 2021; 2 A Olivas-Martınez (26471_CR6) 2021; 16 J Zhang (26471_CR74) 2022; 101 MW Kuzniewicz (26471_CR28) 2008; 133 A Borghesi (26471_CR52) 2020; 96 S Kotak (26471_CR61) 2020; 12 A Tsai (26471_CR60) 2020; 10 HH Assal (26471_CR11) 2022; 16 TA Lasko (26471_CR27) 2005; 38 CA Clark (26471_CR31) 1963; 33 26471_CR62 J Wang (26471_CR59) 2020; 108 26471_CR69 P Barbini (26471_CR24) 2014; 20 S Ahmad (26471_CR13) 2021; 12 G Guaraldi (26471_CR66) 2020; 2 X Li (26471_CR19) 2020; 146 WJ Guan (26471_CR44) 2020; 382 A Borghesi (26471_CR51) 2020; 125 B Biagioli (26471_CR25) 2006; 10 A Frediansyah (26471_CR57) 2021; 9 A Kumar (26471_CR48) 2020 CP Chen (26471_CR63) 2020; 15 M Soy (26471_CR58) 2020; 39 GEM Boari (26471_CR50) 2020 W Liang (26471_CR12) 2020; 180 Y Shang (26471_CR20) 2020; 24 NK Chauhan (26471_CR15) 2021; 92 F Zhou (26471_CR18) 2020; 395 OA Espinosa (26471_CR42) 2020; 62 T Hirano (26471_CR72) 2020; 52 M Hoffmann (26471_CR73) 2020; 181 26471_CR54 26471_CR53 K Hartmann (26471_CR36) 2018 26471_CR56 Y Cao (26471_CR10) 2020; 6 MH Haji Aghajani (26471_CR46) 2021; 12 REMAP-CAP Investigators (26471_CR65) 2021; 384 R Yang (26471_CR29) 2020; 2 S Gupta (26471_CR68) 2021; 181 C Zhang (26471_CR37) 2020; 10 J Jeong (26471_CR30) 2021; 21 SR Knight (26471_CR21) 2020; 370 F Esfahanian (26471_CR4) 2021; 9 TW Nix (26471_CR32) 1998; 5 JB Galloway (26471_CR22) 2020; 81 26471_CR5 26471_CR9 D Rai (26471_CR17) 2021; 13 26471_CR40 26471_CR2 F Demichelis (26471_CR26) 2006; 7 C Shi (26471_CR8) 2021; 21 Z Zheng (26471_CR47) 2020; 81 E Oliveira (26471_CR7) 2021; 16 R Verity (26471_CR41) 2020; 20 |
References_xml | – volume: 21 start-page: 663 year: 2021 ident: CR8 article-title: Predictors of mortality in patients with coronavirus disease 2019: A systematic review and meta analysis publication-title: BMC Infect. Dis. doi: 10.1186/s12879-021-06369-0 contributor: fullname: Shi – volume: 181 start-page: 41 issue: 1 year: 2021 end-page: 51 ident: CR68 article-title: Association between early treatment with tocilizumab and mortality among critically ill patients with COVID-19 publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.6252 contributor: fullname: Gupta – volume: 382 start-page: 1708 year: 2020 end-page: 1720 ident: CR44 article-title: Clinical characteristics of coronavirus disease 2019 in China publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2002032 contributor: fullname: Guan – volume: 146 start-page: 110 year: 2020 end-page: 118 ident: CR19 article-title: Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan publication-title: J. Allergy Clin. Immunol. doi: 10.1016/j.jaci.2020.04.006 contributor: fullname: Li – volume: 81 start-page: e16 year: 2020 end-page: e25 ident: CR47 article-title: Risk factors of critical & mortal COVID-19 cases: A systematic literature review and meta-analysis publication-title: J. Infect. doi: 10.1016/j.jinf.2020.04.021 contributor: fullname: Zheng – volume: 12 start-page: 100871 year: 2021 ident: CR46 article-title: Development of a scoring system for the prediction of in-hospital mortality among COVID-19 patients publication-title: Clin. Epidemiol. Glob. Health doi: 10.1016/j.cegh.2021.100871 contributor: fullname: Taherpour – volume: 12 start-page: e10869 year: 2020 ident: CR61 article-title: Use of tocilizumab in COVID-19: A systematic review and meta-analysis of current evidence publication-title: Cureus doi: 10.7759/cureus.10869 contributor: fullname: Kotak – volume: 38 start-page: 404 issue: 5 year: 2005 end-page: 415 ident: CR27 article-title: The use of receiver operating characteristic curves in biomedical informatics publication-title: J. Biomed. Inform. doi: 10.1016/j.jbi.2005.02.008 contributor: fullname: Ohno-Machado – volume: 2 start-page: e12406 year: 2021 ident: CR45 article-title: An observational study to develop a scoring system and model to detect risk of hospital admission due to COVID-19 publication-title: J. Am. Coll. Emerg. Physicians Open doi: 10.1002/emp2.12406 contributor: fullname: Burmeister – volume: 39 start-page: 2085 year: 2020 end-page: 2094 ident: CR58 article-title: Cytokine storm in COVID-19: Pathogenesis and overview of anti-inflammatory agents used in treatment publication-title: Clin. Rheumatol. doi: 10.1007/s10067-020-05190-5 contributor: fullname: Soy – year: 2021 ident: CR64 article-title: Interleukin-6 blocking agents for treating COVID-19: A living systematic review publication-title: Cochrane Database Syst. Revpmcid. doi: 10.1002/14651858.CD013881 contributor: fullname: Ghosn – volume: 10 start-page: 19131 year: 2020 ident: CR60 article-title: Impact of tocilizumab administration on mortality in severe COVID-19 publication-title: Sci. Rep. doi: 10.1038/s41598-020-76187-y contributor: fullname: Brunetti – volume: 14 start-page: 1495 year: 2020 end-page: 1501 ident: CR16 article-title: A proposed ABCD scoring system for patient’s self assessment and at emergency department with symptoms of COVID-19 publication-title: Diabetes Metab. Syndr. doi: 10.1016/j.dsx.2020.07.053 contributor: fullname: Salunke – ident: CR54 – volume: 75 start-page: 2352 year: 2020 end-page: 2371 ident: CR1 article-title: Cardiovascular considerations for patients, health care workers, and health systems during the COVID-19 pandemic publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2020.03.031 contributor: fullname: Driggin – volume: 43 start-page: 154 issue: 2 year: 2013 end-page: 164 ident: CR33 article-title: An introduction to logistic regression: From basic concepts to interpretation with particular attention to nursing domain publication-title: J. Korean Acad. Nurs. doi: 10.4040/jkan.2013.43.2.154 contributor: fullname: Park – volume: 58 start-page: 102924 year: 2020 ident: CR34 article-title: Development and validation of a novel scoring system developed from a nomogram to identify malignant pleural effusion publication-title: EBioMedicine doi: 10.1016/j.ebiom.2020.102924 contributor: fullname: Liu – volume: 30 start-page: 6797 year: 2020 end-page: 6807 ident: CR38 article-title: A predictive model and scoring system combining clinical and CT characteristics for the diagnosis of COVID-19 publication-title: Eur. Radiol. doi: 10.1007/s00330-020-07022-1 contributor: fullname: Qin – volume: 180 start-page: 1081 year: 2020 end-page: 1089 ident: CR12 article-title: Development and validation of a clinical RiskScore to predict the occurrence of critical illness in hospitalized patients with COVID-19 publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.2033 contributor: fullname: Liang – volume: 20 start-page: 669 year: 2020 end-page: 677 ident: CR41 article-title: Estimates of the severity of coronavirus disease 2019: A model-based analysis publication-title: Lancet Infect. Dis. doi: 10.1016/S1473-3099(20)30243-7 contributor: fullname: Verity – volume: 22 start-page: CD1 issue: 4 Suppl year: 2020 end-page: CD5 ident: CR14 article-title: Calculated decisions: COVID-19 calculators during extreme resource-limited situations publication-title: Emerg. Med. Pract. contributor: fullname: Lee – volume: 181 start-page: 32 issue: 1 year: 2021 end-page: 40 ident: CR70 article-title: Effect of tocilizumab vs usual care in adults hospitalized with COVID-19 and moderate or severe pneumonia: A randomized clinical trial publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.6820 contributor: fullname: Hermine – volume: 5 start-page: 3 issue: 2 year: 1998 end-page: 14 ident: CR32 article-title: The data analysis dilemma: Ban or abandon. A review of null hypothesis significance testing publication-title: Res. Sch. contributor: fullname: Barnette – volume: 52 start-page: 731 issue: 5 year: 2020 end-page: 733 ident: CR72 article-title: COVID-19: A new virus, but a familiar receptor and cytokine release syndrome publication-title: Immunity doi: 10.1016/j.immuni.2020.04.003 contributor: fullname: Murakami – volume: 9 start-page: 20503121211051573 year: 2021 ident: CR4 article-title: Predictors of hospital mortality among patients with COVID-19 in Tehran, Iran publication-title: SAGE Open Med. doi: 10.1177/20503121211051573 contributor: fullname: Tantuoyir – volume: 21 start-page: 71 year: 2021 ident: CR30 article-title: Development and validation of a scoring system for mortality prediction and application of standardized W statistics to assess the performance of emergency departments publication-title: BMC Emerg. Med. doi: 10.1186/s12873-021-00466-8 contributor: fullname: Jeong – volume: 20 start-page: 960 year: 2020 ident: CR39 article-title: Novel risk scoring system for predicting acute respiratory distress syndrome among hospitalized patients with coronavirus disease 2019 in Wuhan, China publication-title: BMC Infect. Dis. doi: 10.1186/s12879-020-05561-y contributor: fullname: Tang – volume: 16 start-page: 18 year: 2022 ident: CR11 article-title: Predictors of severity and mortality in COVID-19 patients publication-title: Egypt. J. Bronchol. doi: 10.1186/s43168-022-00122-0 contributor: fullname: Assal – ident: CR9 – volume: 15 start-page: e0242763 issue: 12 year: 2020 ident: CR63 article-title: A multicenter, randomized, open-label, controlled trial to evaluate the efficacy and tolerability of hydroxychloroquine and a retrospective study in adult patients with mild to moderate coronavirus disease 2019 (COVID-19) publication-title: PLoS ONE doi: 10.1371/journal.pone.0242763 contributor: fullname: Chen – volume: 181 start-page: 271 issue: 2 year: 2020 end-page: 280.e8 ident: CR73 article-title: SARS-CoV-2 cell entry depends on ACE2 and TMPRSS2 and is blocked by a clinically proven protease inhibitor publication-title: Cell doi: 10.1016/j.cell.2020.02.052 contributor: fullname: Hoffmann – ident: CR5 – year: 2020 ident: CR50 publication-title: Biosci. Rep. doi: 10.1042/BSR20203455 contributor: fullname: Boari – year: 2020 ident: CR48 publication-title: Clinical Features of COVID-19 and Factors Associated with Severe Clinical Course: A Systematic Review and Meta-analysis contributor: fullname: Kumar – volume: 101 start-page: 9 year: 2022 ident: CR74 article-title: Effectiveness of tocilizumab in the treatment of hospitalized adults COVID-19. A systematic review and meta-analysis publication-title: Medicine contributor: fullname: Yang – volume: 96 start-page: 291 year: 2020 end-page: 293 ident: CR52 article-title: Chest X-ray severity index as a predictor of in-hospital mortality in coronavirus disease 2019: A study of 302 patients from Italy publication-title: Int. J. Infect. Dis. doi: 10.1016/j.ijid.2020.05.021 contributor: fullname: Borghesi – volume: 133 start-page: 1319 issue: 6 year: 2008 end-page: 1327 ident: CR28 article-title: Variation in ICU risk-adjusted mortality: Impact of methods of assessment and potential confounders publication-title: Chest doi: 10.1378/chest.07-3061 contributor: fullname: Kuzniewicz – volume: 125 start-page: 509 year: 2020 end-page: 513 ident: CR51 article-title: COVID-19 outbreak in Italy: Experimental chest X-ray scoring system for quantifying and monitoring disease progression publication-title: Radiol. Med. doi: 10.1007/s11547-020-01200-3 contributor: fullname: Maroldi – volume: 20 start-page: 1 issue: 1 year: 2014 end-page: 6 ident: CR24 article-title: A naïve approach for deriving scoring systems to support clinical decision making publication-title: J. Eval. Clin. Pract. doi: 10.1111/jep.12064 contributor: fullname: Barbini – volume: 2 start-page: e200047 year: 2020 ident: CR29 article-title: Chest CT severity score: An imaging tool for assessing severe COVID-19 publication-title: Radiol. Cardiothorac. Imaging doi: 10.1148/ryct.2020200047 contributor: fullname: Yang – volume: 10 start-page: 318 year: 2020 ident: CR37 article-title: A novel scoring system for prediction of disease severity in COVID-19 publication-title: Front. Cell. Infect. Microbiol. doi: 10.3389/fcimb.2020.00318 contributor: fullname: Zhang – volume: 12 start-page: 21501327211041486 year: 2021 ident: CR13 article-title: Epidemiological, clinical, and laboratory predictors of in-hospital mortality among COVID-19 patients admitted in a tertiary COVID dedicated hospital, Northern India: A retrospective observational study publication-title: J. Prim. Care Community Health doi: 10.1177/21501327211041486 contributor: fullname: Ahmad – ident: CR2 – ident: CR53 – volume: 10 start-page: R94 issue: 3 year: 2006 ident: CR25 article-title: A multivariate Bayesian model for assessing morbidity after coronary artery surgery publication-title: Crit. Care. doi: 10.1186/cc4951 contributor: fullname: Biagioli – volume: 12 start-page: 128 issue: 2 year: 2008 end-page: 132 ident: CR35 article-title: Development of a clinical scoring system for the diagnosis of smear-negative pulmonary tuberculosis publication-title: Braz. J. Infect. Dis. doi: 10.1590/s1413-86702008000200006 contributor: fullname: Van der Stuyft – volume: 9 start-page: 123 year: 2021 end-page: 127 ident: CR57 article-title: Remdesivir and its antiviral activity against COVID-19: A systematic review publication-title: Clin. Epidemiol. Glob. Health doi: 10.1016/j.cegh.2020.07.011 contributor: fullname: Harapan – volume: 24 start-page: 100426 year: 2020 ident: CR20 article-title: Scoring systems for predicting mortality for severe patients with COVID-19 publication-title: E. Clin. Med. doi: 10.1016/j.eclinm.2020.100426 contributor: fullname: Shang – volume: 7 start-page: 514 issue: 1 year: 2006 ident: CR26 article-title: A hierarchical Naive Bayes Model for handling sample heterogeneity in classification problems: An application to tissue microarrays publication-title: BMC Bioinform. doi: 10.1186/1471-2105-7-514 contributor: fullname: Bellazzi – volume: 81 start-page: 282 year: 2020 end-page: 288 ident: CR22 article-title: A clinical risk score to identify patients with COVID-19 at high risk of critical care admission or death: An observational cohort study publication-title: J. Infect. doi: 10.1016/j.jinf.2020.05.064 contributor: fullname: Galloway – ident: CR56 – volume: 33 start-page: 455 issue: 5 year: 1963 end-page: 473 ident: CR31 article-title: Hypothesis testing in relation to statistical methodology publication-title: Rev. Educ. Res. contributor: fullname: Chapter – volume: 15 start-page: 350 issue: 3 year: 2022 end-page: 358 ident: CR55 article-title: Efficacy of Sofosbuvir plus Ledipasvir in Egyptian patients with COVID-19 compared to standard treatment: A randomized controlled trial publication-title: J. Med. Life. doi: 10.25122/jml-2021-0175 contributor: fullname: Elgohary – volume: 384 start-page: 1491 issue: 16 year: 2021 end-page: 1502 ident: CR65 article-title: Interleukin-6 receptor antagonists in critically ill patients with Covid-19 publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2100433 – ident: CR40 – volume: 16 start-page: e0249038 year: 2021 ident: CR7 article-title: ICU outcomes and survival in patients with severe COVID-19 in the largest health care system in central Florida publication-title: PLoS ONE doi: 10.1371/journal.pone.0249038 contributor: fullname: Oliveira – volume: 16 start-page: e0245772 year: 2021 ident: CR6 article-title: In-hospital mortality from severe COVID-19 in a tertiary care center in Mexico City; causes of death, risk factors and the impact of hospital saturation publication-title: PLoS ONE doi: 10.1371/journal.pone.0245772 contributor: fullname: Olivas-Martınez – volume: 17 start-page: e0263471 year: 2022 ident: CR23 article-title: Predictors of mortality among hospitalized COVID-19 patients and risk score formulation for prioritizing tertiary care—An experience from South India publication-title: PLoS ONE doi: 10.1371/journal.pone.0263471 contributor: fullname: Gopalan – ident: CR69 – volume: 108 start-page: 17 year: 2020 end-page: 41 ident: CR59 article-title: Cytokine storm and leukocyte changes in mild versus severe SARS-CoV-2 infection: Review of 3939 COVID-19 patients in China and emerging pathogenesis and therapy concepts publication-title: J. Leukoc. Biol. doi: 10.1002/JLB.3COVR0520-272R contributor: fullname: Montaner – volume: 92 start-page: e2021024 year: 2021 ident: CR15 article-title: Predictors of clinical outcomes in adult COVID-19 patients admitted to a tertiary care hospital in India: An analytical cross-sectional study publication-title: Acta Biomed. doi: 10.23750/abm.v92i3.10630 contributor: fullname: Chauhan – volume: 92 start-page: 1875 year: 2020 end-page: 1883 ident: CR49 article-title: Predictors of mortality in hospitalized COVID-19 patients: A systematic review and meta-analysis publication-title: J. Med. Virol. doi: 10.1002/jmv.26050 contributor: fullname: Tian – volume: 395 start-page: 1054 year: 2020 end-page: 1062 ident: CR18 article-title: Clinical course and risk factors for mortality of adult in patients with COVID-19 in Wuhan, China: A retrospective cohort study publication-title: Lancet doi: 10.1016/S0140-6736(20)30566-3 contributor: fullname: Zhou – volume: 6 start-page: 11 year: 2020 ident: CR10 article-title: Comparative genetic analysis of the novel coronavirus (2019-nCoV/SARS-CoV-2) receptor ACE2 in different populations publication-title: Cell Discov. doi: 10.1038/s41421-020-0147-1 contributor: fullname: Cao – volume: 385 start-page: 406 issue: 5 year: 2021 end-page: 415 ident: CR67 article-title: Tofacitinib in patients hospitalized with Covid-19 pneumonia publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2101643 contributor: fullname: Guimarães – volume: 2 start-page: e474 issue: 8 year: 2020 end-page: e484 ident: CR66 article-title: Tocilizumab in patients with severe COVID-19: A retrospective cohort study publication-title: Lancet Rheumatol. doi: 10.1016/S2665-9913(20) contributor: fullname: Guaraldi – start-page: 33 year: 2018 ident: CR36 publication-title: E-Learning Project SOGA: Statistics and Geospatial Data Analysis contributor: fullname: Waske – volume: 49 start-page: 55 year: 2021 ident: CR3 article-title: V-2 antibody among individuals aged above 15 years and residing in congregate settings in Dire Dawa city administration, Ethiopia publication-title: Trop. Med. Health doi: 10.1186/s41182-021-00347-7 contributor: fullname: Shaweno – volume: 13 start-page: e17660 year: 2021 ident: CR17 article-title: Clinical and laboratory predictors of mortality in COVID-19 infection: A retrospective observational study in a Tertiary Care Hospital of Eastern India publication-title: Cureus doi: 10.7759/cureus.17660 contributor: fullname: Pandey – ident: CR62 – volume: 62 start-page: e43 year: 2020 ident: CR42 article-title: Prevalence of comorbidities in patients and mortality cases affected by SARS-CoV2: A systematic review and meta-analysis publication-title: Rev. Inst. Med. Trop. Sao Paulo doi: 10.1590/S1678-9946202062043 contributor: fullname: Espinosa – year: 2021 ident: CR43 article-title: Development of a novel scoring system for comprehensive COVID-19 patient evaluation: An evidence-based systematic review publication-title: Arch. Pediatr. Infect. Dis. doi: 10.5812/pedinfect.110201 contributor: fullname: Karimi – volume: 370 start-page: m3339 year: 2020 ident: CR21 article-title: 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 publication-title: BMJ doi: 10.1136/bmj.m3339 contributor: fullname: Knight – volume: 146 start-page: 128 issue: 1 year: 2020 end-page: 136.e4 ident: CR71 article-title: Elevated levels of IL-6 and CRP predict the need for mechanical ventilation in COVID-19 publication-title: J. Allergy Clin. Immunol. doi: 10.1016/j.jaci.2020.05.008 contributor: fullname: Herold – volume: 10 start-page: 318 year: 2020 ident: 26471_CR37 publication-title: Front. Cell. Infect. Microbiol. doi: 10.3389/fcimb.2020.00318 contributor: fullname: C Zhang – volume: 2 start-page: e12406 year: 2021 ident: 26471_CR45 publication-title: J. Am. Coll. Emerg. Physicians Open doi: 10.1002/emp2.12406 contributor: fullname: Z Chen – volume: 125 start-page: 509 year: 2020 ident: 26471_CR51 publication-title: Radiol. Med. doi: 10.1007/s11547-020-01200-3 contributor: fullname: A Borghesi – volume: 12 start-page: 128 issue: 2 year: 2008 ident: 26471_CR35 publication-title: Braz. J. Infect. Dis. doi: 10.1590/s1413-86702008000200006 contributor: fullname: A Soto – volume: 39 start-page: 2085 year: 2020 ident: 26471_CR58 publication-title: Clin. Rheumatol. doi: 10.1007/s10067-020-05190-5 contributor: fullname: M Soy – volume: 15 start-page: e0242763 issue: 12 year: 2020 ident: 26471_CR63 publication-title: PLoS ONE doi: 10.1371/journal.pone.0242763 contributor: fullname: CP Chen – volume: 10 start-page: R94 issue: 3 year: 2006 ident: 26471_CR25 publication-title: Crit. Care. doi: 10.1186/cc4951 contributor: fullname: B Biagioli – volume: 16 start-page: 18 year: 2022 ident: 26471_CR11 publication-title: Egypt. J. Bronchol. doi: 10.1186/s43168-022-00122-0 contributor: fullname: HH Assal – ident: 26471_CR53 – volume: 9 start-page: 123 year: 2021 ident: 26471_CR57 publication-title: Clin. Epidemiol. Glob. Health doi: 10.1016/j.cegh.2020.07.011 contributor: fullname: A Frediansyah – volume: 81 start-page: e16 year: 2020 ident: 26471_CR47 publication-title: J. Infect. doi: 10.1016/j.jinf.2020.04.021 contributor: fullname: Z Zheng – ident: 26471_CR2 – volume: 16 start-page: e0249038 year: 2021 ident: 26471_CR7 publication-title: PLoS ONE doi: 10.1371/journal.pone.0249038 contributor: fullname: E Oliveira – volume: 108 start-page: 17 year: 2020 ident: 26471_CR59 publication-title: J. Leukoc. Biol. doi: 10.1002/JLB.3COVR0520-272R contributor: fullname: J Wang – volume: 385 start-page: 406 issue: 5 year: 2021 ident: 26471_CR67 publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2101643 contributor: fullname: PO Guimarães – volume: 24 start-page: 100426 year: 2020 ident: 26471_CR20 publication-title: E. Clin. Med. doi: 10.1016/j.eclinm.2020.100426 contributor: fullname: Y Shang – volume: 38 start-page: 404 issue: 5 year: 2005 ident: 26471_CR27 publication-title: J. Biomed. Inform. doi: 10.1016/j.jbi.2005.02.008 contributor: fullname: TA Lasko – volume: 20 start-page: 960 year: 2020 ident: 26471_CR39 publication-title: BMC Infect. Dis. doi: 10.1186/s12879-020-05561-y contributor: fullname: M Liang – ident: 26471_CR40 – volume: 22 start-page: CD1 issue: 4 Suppl year: 2020 ident: 26471_CR14 publication-title: Emerg. Med. Pract. contributor: fullname: E Steinberg – volume: 43 start-page: 154 issue: 2 year: 2013 ident: 26471_CR33 publication-title: J. Korean Acad. Nurs. doi: 10.4040/jkan.2013.43.2.154 contributor: fullname: HA Park – volume: 7 start-page: 514 issue: 1 year: 2006 ident: 26471_CR26 publication-title: BMC Bioinform. doi: 10.1186/1471-2105-7-514 contributor: fullname: F Demichelis – start-page: 33 volume-title: E-Learning Project SOGA: Statistics and Geospatial Data Analysis year: 2018 ident: 26471_CR36 contributor: fullname: K Hartmann – volume: 30 start-page: 6797 year: 2020 ident: 26471_CR38 publication-title: Eur. Radiol. doi: 10.1007/s00330-020-07022-1 contributor: fullname: L Qin – volume: 12 start-page: e10869 year: 2020 ident: 26471_CR61 publication-title: Cureus doi: 10.7759/cureus.10869 contributor: fullname: S Kotak – volume: 181 start-page: 32 issue: 1 year: 2021 ident: 26471_CR70 publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.6820 contributor: fullname: O Hermine – volume: 146 start-page: 128 issue: 1 year: 2020 ident: 26471_CR71 publication-title: J. Allergy Clin. Immunol. doi: 10.1016/j.jaci.2020.05.008 contributor: fullname: T Herold – volume: 384 start-page: 1491 issue: 16 year: 2021 ident: 26471_CR65 publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2100433 contributor: fullname: REMAP-CAP Investigators – volume: 21 start-page: 71 year: 2021 ident: 26471_CR30 publication-title: BMC Emerg. Med. doi: 10.1186/s12873-021-00466-8 contributor: fullname: J Jeong – ident: 26471_CR56 – volume: 2 start-page: e200047 year: 2020 ident: 26471_CR29 publication-title: Radiol. Cardiothorac. Imaging doi: 10.1148/ryct.2020200047 contributor: fullname: R Yang – ident: 26471_CR9 – year: 2021 ident: 26471_CR43 publication-title: Arch. Pediatr. Infect. Dis. doi: 10.5812/pedinfect.110201 contributor: fullname: A Karimi – volume: 20 start-page: 1 issue: 1 year: 2014 ident: 26471_CR24 publication-title: J. Eval. Clin. Pract. doi: 10.1111/jep.12064 contributor: fullname: P Barbini – volume: 17 start-page: e0263471 year: 2022 ident: 26471_CR23 publication-title: PLoS ONE doi: 10.1371/journal.pone.0263471 contributor: fullname: N Gopalan – ident: 26471_CR5 doi: 10.2139/ssrn.3889535 – ident: 26471_CR62 – volume: 58 start-page: 102924 year: 2020 ident: 26471_CR34 publication-title: EBioMedicine doi: 10.1016/j.ebiom.2020.102924 contributor: fullname: S Wang – volume: 15 start-page: 350 issue: 3 year: 2022 ident: 26471_CR55 publication-title: J. Med. Life. doi: 10.25122/jml-2021-0175 contributor: fullname: M Elgohary – volume: 21 start-page: 663 year: 2021 ident: 26471_CR8 publication-title: BMC Infect. Dis. doi: 10.1186/s12879-021-06369-0 contributor: fullname: C Shi – volume: 101 start-page: 9 year: 2022 ident: 26471_CR74 publication-title: Medicine contributor: fullname: J Zhang – volume: 14 start-page: 1495 year: 2020 ident: 26471_CR16 publication-title: Diabetes Metab. Syndr. doi: 10.1016/j.dsx.2020.07.053 contributor: fullname: AA Salunke – volume: 181 start-page: 271 issue: 2 year: 2020 ident: 26471_CR73 publication-title: Cell doi: 10.1016/j.cell.2020.02.052 contributor: fullname: M Hoffmann – volume: 395 start-page: 1054 year: 2020 ident: 26471_CR18 publication-title: Lancet doi: 10.1016/S0140-6736(20)30566-3 contributor: fullname: F Zhou – volume: 10 start-page: 19131 year: 2020 ident: 26471_CR60 publication-title: Sci. Rep. doi: 10.1038/s41598-020-76187-y contributor: fullname: A Tsai – ident: 26471_CR69 – volume: 20 start-page: 669 year: 2020 ident: 26471_CR41 publication-title: Lancet Infect. Dis. doi: 10.1016/S1473-3099(20)30243-7 contributor: fullname: R Verity – volume: 62 start-page: e43 year: 2020 ident: 26471_CR42 publication-title: Rev. Inst. Med. Trop. Sao Paulo doi: 10.1590/S1678-9946202062043 contributor: fullname: OA Espinosa – volume: 133 start-page: 1319 issue: 6 year: 2008 ident: 26471_CR28 publication-title: Chest doi: 10.1378/chest.07-3061 contributor: fullname: MW Kuzniewicz – volume: 49 start-page: 55 year: 2021 ident: 26471_CR3 publication-title: Trop. Med. Health doi: 10.1186/s41182-021-00347-7 contributor: fullname: T Shaweno – volume: 370 start-page: m3339 year: 2020 ident: 26471_CR21 publication-title: BMJ doi: 10.1136/bmj.m3339 contributor: fullname: SR Knight – volume: 382 start-page: 1708 year: 2020 ident: 26471_CR44 publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa2002032 contributor: fullname: WJ Guan – volume: 6 start-page: 11 year: 2020 ident: 26471_CR10 publication-title: Cell Discov. doi: 10.1038/s41421-020-0147-1 contributor: fullname: Y Cao – volume: 9 start-page: 205031212110515 year: 2021 ident: 26471_CR4 publication-title: SAGE Open Med. doi: 10.1177/20503121211051573 contributor: fullname: F Esfahanian – volume: 16 start-page: e0245772 year: 2021 ident: 26471_CR6 publication-title: PLoS ONE doi: 10.1371/journal.pone.0245772 contributor: fullname: A Olivas-Martınez – volume-title: Clinical Features of COVID-19 and Factors Associated with Severe Clinical Course: A Systematic Review and Meta-analysis year: 2020 ident: 26471_CR48 contributor: fullname: A Kumar – volume: 96 start-page: 291 year: 2020 ident: 26471_CR52 publication-title: Int. J. Infect. Dis. doi: 10.1016/j.ijid.2020.05.021 contributor: fullname: A Borghesi – volume: 2 start-page: e474 issue: 8 year: 2020 ident: 26471_CR66 publication-title: Lancet Rheumatol. doi: 10.1016/S2665-9913(20) contributor: fullname: G Guaraldi – volume: 180 start-page: 1081 year: 2020 ident: 26471_CR12 publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.2033 contributor: fullname: W Liang – ident: 26471_CR54 – volume: 181 start-page: 41 issue: 1 year: 2021 ident: 26471_CR68 publication-title: JAMA Intern. Med. doi: 10.1001/jamainternmed.2020.6252 contributor: fullname: S Gupta – year: 2021 ident: 26471_CR64 publication-title: Cochrane Database Syst. Revpmcid. doi: 10.1002/14651858.CD013881 contributor: fullname: L Ghosn – volume: 75 start-page: 2352 year: 2020 ident: 26471_CR1 publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2020.03.031 contributor: fullname: E Driggin – volume: 92 start-page: e2021024 year: 2021 ident: 26471_CR15 publication-title: Acta Biomed. doi: 10.23750/abm.v92i3.10630 contributor: fullname: NK Chauhan – volume: 52 start-page: 731 issue: 5 year: 2020 ident: 26471_CR72 publication-title: Immunity doi: 10.1016/j.immuni.2020.04.003 contributor: fullname: T Hirano – volume: 5 start-page: 3 issue: 2 year: 1998 ident: 26471_CR32 publication-title: Res. Sch. contributor: fullname: TW Nix – volume: 12 start-page: 100871 year: 2021 ident: 26471_CR46 publication-title: Clin. Epidemiol. Glob. Health doi: 10.1016/j.cegh.2021.100871 contributor: fullname: MH Haji Aghajani – year: 2020 ident: 26471_CR50 doi: 10.1042/BSR20203455 contributor: fullname: GEM Boari – volume: 146 start-page: 110 year: 2020 ident: 26471_CR19 publication-title: J. Allergy Clin. Immunol. doi: 10.1016/j.jaci.2020.04.006 contributor: fullname: X Li – volume: 81 start-page: 282 year: 2020 ident: 26471_CR22 publication-title: J. Infect. doi: 10.1016/j.jinf.2020.05.064 contributor: fullname: JB Galloway – volume: 12 start-page: 215013272110414 year: 2021 ident: 26471_CR13 publication-title: J. Prim. Care Community Health doi: 10.1177/21501327211041486 contributor: fullname: S Ahmad – volume: 92 start-page: 1875 year: 2020 ident: 26471_CR49 publication-title: J. Med. Virol. doi: 10.1002/jmv.26050 contributor: fullname: W Tian – volume: 13 start-page: e17660 year: 2021 ident: 26471_CR17 publication-title: Cureus doi: 10.7759/cureus.17660 contributor: fullname: D Rai – volume: 33 start-page: 455 issue: 5 year: 1963 ident: 26471_CR31 publication-title: Rev. Educ. Res. contributor: fullname: CA Clark |
SSID | ssj0000529419 |
Score | 2.4326646 |
Snippet | SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for evaluating... Abstract SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for... Abstract SARS-CoV-2 virus has rapidly spread worldwide since December 2019, causing COVID-19 disease. In-hospital mortality is a common indicator for... |
SourceID | doaj pubmedcentral proquest crossref pubmed springer |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Publisher |
StartPage | 22352 |
SubjectTerms | 631/326 692/308 692/499 692/53 692/700 Computed tomography Coronaviruses COVID-19 Egypt - epidemiology Hospital Mortality Humanities and Social Sciences Humans Leukocytes (neutrophilic) Lymphocytes Middle Aged Mortality multidisciplinary Patients Pneumonia Prognosis Retrospective Studies SARS-CoV-2 Science Science (multidisciplinary) Severe acute respiratory syndrome coronavirus 2 |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT9wwELYQUiUuqA8e29LKh96oRfyIH9zaLYgiQS-AuFnxI2IPZNHuVoh_wM9mbGeX3baol15ySCI7znz2fKOxv0HoMwuC6-AjMRouovGKNLKJhGkqFLiEiuUM_tm5PLkUp9f19VKpr7QnrMgDlx934DiE3F4G7lonmHBa6FCpAH7RNMAMi3oprZeCqaLqzYygpj8lU3F9MAVPlU6TQewFHEBRcr_iibJg_99Y5p-bJX_LmGZHdPwabfYMEn8tX_4GrcXuLXpVako-vEOPS9uAcNMFDFAalcJJeNziBt9NUm4mrXJ46vP2O1zknDHwVzzqyE1fSgTfZmoONB3u4uHPqx_fCTX4KBUuA1DhXpJ1egiNTuJsMp6f2sRZs3YLXR4fXQxPSF9ugXigbTMig4oyMlE7yaLzVAdYDWsHC0IATheYN23lVFCBScXadEi10bKmsGS4KIAW8W203o27uIuwZCl_CW3pKIQRreE0uiZEL6L2vNUDtD__9fauqGrYnA3n2hZDWTCUzYay9wP0LVln8WZSxM43ACe2x4n9F04GaG9uW9tP06llEC3RJGdUDdBOMfOiFy5rxaSBJ2oFACufsfqkG91kgW6jwIXU0OWXOVSeu3x5mO__xzA_oA2WME4TzPfQ-mzyK34E2jRzn_IMeQJvIxPs priority: 102 providerName: Directory of Open Access Journals – databaseName: Coronavirus Research Database dbid: COVID link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELZgKyQu5Q0LBfnADdwmtmM7XBCUVgUJuFDUmxU_0q4QyTZJVcEv4GczdpwtWx4HLjk4URzH45lvPONvEHpKHWfKWU9KBRdeWUkqUXlCVc4lmISMxgj--w_i4JC_OyqO0oZbn9IqJ50YFbVrbdgj36EAbPPAPJO9XJ6SUDUqRFdTCY2raIMp8HRmaGP34-e3b1a7LCGOxfMynZbJmNrpwWKFU2XggwEWkDk5X7NIkbj_T2jz96TJS5HTaJD2byA9DWXMQ_myfTaYbfv9Esvj_4_1JtpMWBW_GoXrFrrim9vo2li98tsd9OOXhCNcNQ6D0C7GEk24rXGFl12IAgV9insbE_3wSByNASnjRUNOUtES_DU6AeAQQCuO_5bkJd4LJdJAfHEif-1fwEs7P3TtdD4UR3bcu-hwf-_T7gFJhR2IBYA4EOGkF57ywgjqjc2VA71bGFA9DtCjo7asMyOddFRIWofjsJUSRQ7KyXgOAIzdQ7OmbfwDhAUNkVJ4l_Kcl7wuWe5N5bzlXllWqzl6Nk2uXo78HTrG3ZnSoyhoEAUdRUGfz9HrMP-rJwP3dmxou2OdlrI2rGTMCsdMbTjlRnHlMukAqZUV-CrFHG1Ns6qTQuj1xZTO0f1RkFa9MFFIKkq4I9dEbO0z1u80i5NIBV5KMFYFdPl8EsaLLv8-zIf__sJH6DoN6yMPS2QLzYbuzD8G6DWYJ2l9_QRt3jB8 priority: 102 providerName: ProQuest – databaseName: Scholars Portal Journals: Open Access dbid: M48 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3JbhQxELVCIiQuiJ2BgHzgRgzjpb0gIQRZlEQKuTAoN6u9NBkJekLPoJA_4LMp292BCRMufejNbtdr17PK9QqhFywIroOPxGg4iNorUss6EqapUOASxixH8I8-yv2JODypTtbQUO6oH8D5yqVdqic16b6--vn94h388G9Lyrh-PQcnlBLFYFkF7l1Rcn4DbTDBRUL8UU_3i9Y3M4KaPndm9aNL_inL-K_inv9uobwSR83uae8Out3zSvy-AOEuWovtPXSzVJq8uI9-_bU5CNdtwACwaSmnhGcNrvFZlyI2ae7Dc5835eEi8oyB1eJpS077AiP4Wx4rIO9wFm8ffz7YIdTg3VTODKCGe6HW-Rt4aRcX3WzI5cRZyfYBmuztftreJ30RBuKBzC2IDCrKyETlJIvOUx1gjqwcTBMBmF5g3jRjp4IKTCrWpNTVWsuKwkTiogCyxB-i9XbWxscIS5aimvAuHYUwojGcRleH6EXUnjd6hF4OQ2_PitaGzTFyrm0xlAVD2Wwoez5CH5J1Lu9MOtn5xKz7YvvfzjpuOPcycNc4wYTTQoexCsCqTA3rimqENgfb2gF7lsEaiiaRo_EIPSpmvmyFy0oxaeCKWgLAUjeWr7TT0yzbbRQ4lgqa3Bqg8qfJ6z_zyf97-BTdYgm9NAF4E60vuh_xGdCkhXuesf8bi0UPmQ priority: 102 providerName: Scholars Portal – databaseName: Springer Nature OA Free Journals dbid: C6C link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwELZaqkq9IB5tWdhWPvRGrcaP-MENtqClUttLqbhZ8SNiD2RXu4sQ_4CfzdjJbkmhh15ysB07yYw9nzOebxD6xILgOvhIjIaLqLwilawiYZoKBSahYNmD__2HHF-Ib5flZUeTk2Jhev57rr8swMCkIDDYMoHpVpTcvkSvSiqLpMEjOVr_T0keK0FNFxfz_K0925Mp-p_DlU-PR_7lI82m52wLbXaYER-3Qt5GL2Kzg163WSTvdtH9o4M_uGoCBuWZtKmS8LTGFZ7NkzcmrWt44fOBO9wSOGNArHjSkKsueQi-zmAcgDmU4tHP3-dfCTX4NKUqAzXCHQnr4gg6ncflfLqK08SZpfYtujg7_TUaky7BAvEA1JZEBhVlZKJ0kkXnqQ6w_pUOloAAKC4wb-rCqaACk4rVKSy10rKksEi4KAAI8Xdoo5k2cQ9hyZLHEvrSUQgjasNpdFWIXkTtea0H6HD16e2s5dGw2f_NtW0FZUFQNgvK3g7QSZLOumXiwM4FoBq2m1LWccO5l4G72gkmnBY6FCoAYjIV7BnKARquZGu7ibmwDPZHNBEYFQP0vhXzehQuS8WkgRrVU4DeY_RrmslVpuQ2CoxGCUN-XqnKnyH__Zr7_9f8AL1hSZtpUugh2ljOb-IHgERL9zHPhQeMDAWL priority: 102 providerName: Springer Nature |
Title | Development and validation of a predictive scoring system for in-hospital mortality in COVID-19 Egyptian patients: a retrospective study |
URI | https://link.springer.com/article/10.1038/s41598-022-26471-w https://www.ncbi.nlm.nih.gov/pubmed/36572690 https://www.proquest.com/docview/2758176740 https://pubmed.ncbi.nlm.nih.gov/PMC9791155 https://doaj.org/article/b3933c6d3bfb424b848d07d1029a7725 |
Volume | 12 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9NAEF61RUhcEG8MJdoDN3Bj7673wY2aVAUppUIU5bbyPtxGIk7kpKr6D_jZzK7t0vC4cLFkO_I6mW93vs3MfIPQa-IYlc76VEk4sMqKtOKVT4nMmQCXkJEYwZ-e8OMz9mlWzHZQMdTCxKR9a-YHzffFQTO_iLmVq4UdD3li49NpqQRM0aIY76JdQemtLXon6E0Uy1VfIJNROV6DkwqFZLDtAvcv8vRqywlFrf6_Ecw_8yR_C5ZGH3T0AN3vySN-373kQ7Tjm0fobtdO8vox-nErAwhXjcOAonnXMwkva1zhVRvCMmGBw2sbM-9wp-SMgbrieZNe9F1E8CKycmDocBWXn799_JDmCk9CzzLAE-7VWNfv4KGt37TLoWATR7naJ-jsaPK1PE77TgupBca2SbkTnnvCCsOJNzaXDhbCwsBa4IDOOWJVnRnhhCNckDrUp1aSFzmsFsYzYET0Kdprlo1_jjAnIXQJz5KeMcVqRXNvKuct89LSWibozfDT61UnqKFjIJxK3RlKg6F0NJS-StBhsM7NJ4MYdrywbM91DwltqKLUckdNbRhhRjLpMuGAOqkKNg9FgvYH2-p-hq41gY1SHpSMsgQ968x8MwrlhSBcwR2xBYCt19i-A1CN2tw9NBP0doDKryH__TVf_PdAL9E9EoCdB2zvo71Ne-lfAU3amBFMjpkYoTuHk5PTL3BW8hLOImRG8a8HOE6ZHMXp8xNBexou |
link.rule.ids | 230,315,733,786,790,870,891,2115,12083,21416,24346,27955,27956,31752,33777,38549,41153,42222,43343,43838,43928,51609,53825,53827,74100,74657,74767 |
linkProvider | National Library of Medicine |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELZgKwQX3o-FAj5wg7SJ7dgOFwSl1RbacmlRb1b8CF0hkiVJVcEv4GczdpwtWx4HLntIVnEcf5757Bl_g9AzYhmV1rikkPDDSiOSkpcuITJjAlxCSkIEf_-Az47Yu-P8OG64dTGtcrSJwVDbxvg98k0CxDbzyjPpq8XXxFeN8tHVWELjMloDx0rkBK1tffi4-3a5y-LjWCwr4mmZlMrNDjyWP1UGazDgAiJLzlY8UhDu_xPb_D1p8kLkNDiknRtIjV0Z8lA-b5z2esN8v6Dy-P99vYmuR66KXw_guoUuufo2ujJUr_x2B_34JeEIl7XFANr5UKIJNxUu8aL1USBvT3FnQqIfHoSjMTBlPK-Tk1i0BH8JiwBYEMBVHL5tkhV425dIA_jiKP7avYSHtq5vm_F8KA7quHfR0c724dYsiYUdEgMEsU-4FY47wnLNidMmkxbsbq7B9Fhgj5aYokq1sMISLkjlj8OWkucZGCftGBAweg9N6qZ2DxDmxEdK4VnSMVawqqCZ06V1hjlpaCWn6Pk4uGox6HeoEHenUg1QUAAFFaCgzqbojR__5T-99na40LSfVJzKStOCUsMt1ZVmhGnJpE2FBaZWlLBWyadofRxVFQ1Cp86HdIruD0BatkJ5Lggv4I5YgdjKa6zeqecnQQq8EOCscmjyxQjG8yb_3s2H_37Dp-jq7HB_T-3tHrx_hK4RP1cyP13W0aRvT91joGG9fhLn2k_IvjNj |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Jb9QwFLagCMQFsTNQwAduYE1iO164IGg7alkKB4rmZsVL6BzIDMmgin_Az-bZcaYM2yUHO7KdvOf3PvttCD2hnjPlXSBawYPXTpJa1IFQVXIJKqGgyYL_7lgcnvDX82qe_Z_67FY5ysQkqP3SxTvyKQVgW8bMM8W0yW4RH_ZnL1ZfSawgFS2tuZzGRXQJtGQRyzjIudzct0SLFi91jpspmJr2oLtifBmcxgAVyJKcbemmlML_b7jzT_fJ32yoSTXNrqNrGVPilwMT3EAXQnsTXR6qTH6_hX784hiE69ZjYK7FUEoJLxtc41UXrTVR7uHeJYc8PCR4xoBo8aIlp7m4CP6SwDoAd2jFe-8_He2TUuODWMoM2AznJK39cxi0C-tuOcZx4pTF9jY6mR183DskuQADcQDk1kR4GUSgvLKCButK5UE-VhZEhAeU56nTTWGll54KSZsYtlorUZUgRGzgAJTYHbTTLttwD2FBo0UTxlKBc80bzcpgax8cD8qxRk3Q0_HXm9WQZ8Mk-zhTZiCUAUKZRChzNkGvInU2b8Yc2alh2X02ecsZyzRjTnhmG8spt4orX0gPiErXcKaoJmh3pK3JG7c352w2QXcHMm9mYaKSVGjokVsMsLWM7Z52cZpSdmsJSqWCKZ-NrHI-5b8_8_7_V_gYXYEtYN4eHb95gK7SyMhl5OVdtLPuvoWHgJbW9lHaBj8BuxkTOQ |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Development+and+validation+of+a+predictive+scoring+system+for+in-hospital+mortality+in+COVID-19+Egyptian+patients%3A+a+retrospective+study&rft.jtitle=Scientific+reports&rft.au=Elgohary%2C+Mohamed+AbdelSalam&rft.au=Ali%2C+Asmaa&rft.au=El-Masry%2C+Thanaa+A&rft.au=Faidah%2C+Hani&rft.date=2022-12-26&rft.pub=Nature+Publishing+Group&rft.eissn=2045-2322&rft.volume=12&rft.issue=1&rft.spage=22352&rft_id=info:doi/10.1038%2Fs41598-022-26471-w&rft.externalDBID=HAS_PDF_LINK |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon |