SynthesisF1000Research
Predictors of COVID-19 severity: a systematic review and meta-analysis.
Open access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph
Synthesis in F1000Research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 120 papers, 7 of them syntheses that pooled it.
0numbers the graph read from it
0cells of the map it votes in
120citing papers in PubMed, 7 pooled it
11.2field-weighted citation impact, top 1% of its field
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
120 citing papers in PubMed, 7 syntheses or guidelines pooled it, 182 citations in OpenAlex.
- Pooled it
- Pooled it
- Cardiac Injury in COVID-19: A Systematic Review of Relevant Meta-Analyses.Reviews in cardiovascular medicine · 2022Pooled it
- Prevalence of hypertension and associated risks in hospitalized patients with COVID-19: a meta-analysis of meta-analyses with 1468 studies and 1,281,510 patients.Systematic reviews · 2022Pooled it
- Risks of and From SARS-CoV-2 Infection and COVID-19 in People With Diabetes: A Systematic Review of Reviews.Diabetes care · 2021Pooled it
- Association between convalescent plasma and the risk of mortality among patients with COVID-19: a meta-analysis.F1000Research · 2021Pooled it
- Pooled it
- Development and Validation of a Multivariable Predictive Model for Mortality of COVID-19 Patients Demanding High Oxygen Flow at Admission to ICU: AIDA Score.Oxidative medicine and cellular longevity · 2021Trial
- Artificial intelligence-based chest X-ray (AI-CXR) and hematology parameters to predict mortality and intubation events In COVID-19 patients at the second-referral hospital in Indonesia.BMC infectious diseases · 2026Article
- Predictors of Severe Outcomes in COVID-19: Evidence from Real-World Multicenter Retrospective Study (2020-2024).Journal of clinical medicine · 2026Article
- ACCREDIT: Validation of clinical score for progression of COVID-19 while hospitalized.Global epidemiology · 2025Article
- Efficient and scalable construction of clinical variable networks for complex diseases with RAMEN.Cell reports methods · 2025Article
- Article
- The severity assessment and nucleic acid turning-negative-time prediction in COVID-19 patients with COPD using a fused deep learning model.BMC pulmonary medicine · 2024Article
- Prospective Variation of Cytokine Trends during COVID-19: A Progressive Approach from Disease Onset until Outcome.International journal of molecular sciences · 2024Article
- Obesity Parameters as Predictor of Poor Outcomes in Hospitalized Patients with Confirmed Mild-to-Moderate COVID-19.Infectious disease reports · 2024Article
- More severe comorbidities, advanced age, and incomplete vaccination increase the risk of COVID-19 mortality.Narra J · 2024Article
- Pre-Existing Atrial Fibrillation in Hospitalized Patients with COVID-19: Insights from the CARDIO COVID 19-20 Registry.Journal of cardiovascular development and disease · 2024Article
- Immunoglobulins in COVID-19 pneumonia: from the acute phase to the recovery phase.European journal of medical research · 2024Article
- Observational
60 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
34 authors at 9 institutions in 4 countries.
Mudatsir MudatsirDepartment of Microbiology, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh, 23111, Indonesia.ORCID https://orcid.org/0000-0002-5643-9384
Jonny Karunia FajarDepartment of Microbiology, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh, 23111, Indonesia.ORCID https://orcid.org/0000-0002-0309-5813
Laksmi WulandariDepartment of Pulmonology and Respiratory Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, East Java, 60286, Indonesia.
Gatot SoegiartoDepartment of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Easy Java, 60286, Indonesia.
Muhammad IlmawanFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.ORCID https://orcid.org/0000-0002-9459-609X
Yeni PurnamasariFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Bagus Aulia MahdiDepartment of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Easy Java, 60286, Indonesia.ORCID https://orcid.org/0000-0001-6634-6088
Galih Dwi JayantoBrawijaya Internal Medicine Research Center, Department of Internal Medicine, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Suhendra SuhendraFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Yennie Ayu SetianingsihDepartment of Urology, Faculty of Medicine, Universitas Airlangga, Surabaya, East Java, 60285, Indonesia.ORCID https://orcid.org/0000-0001-6186-7976
Romi HamdaniDepartment of Orthopedic Surgery, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Daniel Alexander SusenoDepartment of Obstetry and Gynecology, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.ORCID https://orcid.org/0000-0003-1955-9472
Kartika AgustinaDepartment of Neurology, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Hamdan Yuwafi NaimDepartment of Urology, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Muchamad MuchlasFaculty of Animal Science, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.ORCID https://orcid.org/0000-0002-4461-590X
Hamid Hunaif Dhofi AlluzaFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Nikma Alfi RosidaFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Mayasari MayasariFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Mustofa MustofaFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Adam HartonoFaculty of Medicine, Universitas Negeri Sebelas Maret, Surakarta, Surakarta, 57126, Indonesia.
Richi AdityaFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.ORCID https://orcid.org/0000-0003-1672-0232
Firman PrastiwiFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.ORCID https://orcid.org/0000-0002-3661-9177
Fransiskus Xaverius MekuFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Monika SitioFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Abdullah AzmyDepartment of Orthopedic Surgery, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Anita Surya SantosoDepartment of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Radhitio Adi NugrohoFaculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Camoya GersomBrawijaya Internal Medicine Research Center, Department of Internal Medicine, Faculty of Medicine, Universitas Brawijaya, Malang, East Java, 65145, Indonesia.
Ali A RabaanMolecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Dhahran, Dhahran, 31311, Saudi Arabia.ORCID https://orcid.org/0000-0002-6774-9847
Sri MasyeniDepartment of Internal Medicine, Faculty of Medicine and Health Science, Universitas Warmadewa, Denpasar, Bali, 80235, Indonesia.ORCID https://orcid.org/0000-0003-1170-1841
Firzan NainuFaculty of Pharmacy, Hasanuddin University, Makassar, Makassar, 90245, Indonesia.ORCID https://orcid.org/0000-0003-0989-4023
Abram L WagnerDepartment of Epidemiology, University of Michigan, Ann Arbor, MI, 48109, USA.
Kuldeep DhamaDivision of Pathology, Indian Veterinary Research Institute, Izatnagar, Uttar Pradesh, 243 122, India.ORCID https://orcid.org/0000-0001-7469-4752
Harapan HarapanDepartment of Microbiology, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh, 23111, Indonesia.ORCID https://orcid.org/0000-0001-7630-8413
University of Brawijaya · IDAirlangga University · IDUniversitas Syiah Kuala · IDHasanuddin University · IDIndian Veterinary Research Institute · INSaudi Aramco Medical Services Organization · SASebelas Maret University · IDUniversity of Michigan · USWarmadewa University · ID
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
ComorbidityCOVID-19HumansRisk FactorsSymptom Assessmentclinical outcomeCOVID-19prognosisSARS-CoV-2severity
Identifiers
What OpenQuestion holds
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.