Evidence map›Paper›PMID 34568708›Full record

ArticleGeoHealth2021

Inferring the Main Drivers of SARS-CoV-2 Global Transmissibility by Feature Selection Methods.

Marko Djordjevic, Igor Salom, Sofija Markovic, Andjela Rodic, Ognjen Milicevic, Magdalena Djordjevic

Abstract read
In one paragraph

Article in GeoHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Systems Biology Approaches to Understanding COVID-19 Spread in the Population.Methods in molecular biology (Clifton, N.J.) · 2024
    Article
  4. Review
  5. Article
  6. COVID-19 transmission risk factors.Pathogens and global health · 2022
    Article
  7. Article
  8. PMEnvironmental research · 2021
    Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Marko DjordjevicFaculty of Biology Quantitative Biology Group Institute of Physiology and Biochemistry University of Belgrade Belgrade Serbia.ORCID https://orcid.org/0000-0002-2903-3119
Igor SalomInstitute of Physics Belgrade National Institute of the Republic of Serbia University of Belgrade Belgrade Serbia.
Sofija MarkovicFaculty of Biology Quantitative Biology Group Institute of Physiology and Biochemistry University of Belgrade Belgrade Serbia.
Andjela RodicFaculty of Biology Quantitative Biology Group Institute of Physiology and Biochemistry University of Belgrade Belgrade Serbia.
Ognjen MilicevicDepartment for Medical Statistics and Informatics School of Medicine University of Belgrade Belgrade Serbia.
Magdalena DjordjevicInstitute of Physics Belgrade National Institute of the Republic of Serbia University of Belgrade Belgrade Serbia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Identifying the main environmental drivers of SARS-CoV-2 transmissibility in the population is crucial for understanding current and potential future outbursts of COVID-19 and other infectious diseases. To address this problem, we concentrate on the basic reproduction number

Indexed as

basic reproduction numberCOVID‐19 environmental dependencedisease spread risk factorsfeature selectionprincipal component analysisregression analysis

Identifiers

PMID34568708
PMCPMC8448988

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.