Evidence map›Paper›PMID 38274100›Full record

ArticleFrontiers in molecular biosciences2023

Leveraging machine learning for taxonomic classification of emerging astroviruses.

Fatemeh Alipour, Connor Holmes, Yang Young Lu, Kathleen A Hill, Lila Kari

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in molecular biosciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.9field-weighted citation impact, top 16% of its field
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

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. 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

5 authors at 2 institutions in 1 country.

Fatemeh Alipour *School of Computer Science, University of Waterloo, Waterloo, ON, Canada.
Connor Holmes *Department of Biology, University of Western Ontario, London, ON, Canada.
Yang Young LuSchool of Computer Science, University of Waterloo, Waterloo, ON, Canada.
Kathleen A HillDepartment of Biology, University of Western Ontario, London, ON, Canada.
Lila KariSchool of Computer Science, University of Waterloo, Waterloo, ON, Canada.
University of Waterloo · CAWestern University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Astroviruses are a family of genetically diverse viruses associated with disease in humans and birds with significant health effects and economic burdens. Astrovirus taxonomic classification includes two genera,

Indexed as

alignment-free classificationAvastrovirusfamily Astroviridaegenomic signaturek-mer frequencymachine learningMamastrovirusviral classification and clustering

Identifiers

PMID38274100
PMCPMC10808839
OpenAlexW4390746154

What OpenQuestion 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 OpenQuestion graph.