Evidence map›Paper›PMID 34295362›Full record

ArticleEvolutionary applications2021

A machine learning approach to integrating genetic and ecological data in tsetse flies (

Anusha P Bishop, Giuseppe Amatulli, Chaz Hyseni, Evlyn Pless, Rosemary Bateta, Winnie A Okeyo, Paul O Mireji, Sylvance Okoth, Imna Malele, Grace Murilla and 3 more

Open access · goldAbstract read
In one paragraph

Article in Evolutionary applications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
2.7field-weighted citation impact, top 10% 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

7 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Review
  6. Article
  7. 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

13 authors at 7 institutions in 4 countries.

Anusha P BishopDepartment of Ecology and Evolutionary Biology Yale University New Haven CT USA.ORCID https://orcid.org/0000-0003-1731-8683
Giuseppe AmatulliSchool of the Environment Yale University New Haven CT USA.ORCID https://orcid.org/0000-0002-8341-2830
Chaz HyseniDepartment of Ecology and Genetics Uppsala University Uppsala Sweden.ORCID https://orcid.org/0000-0003-2567-8013
Evlyn PlessDepartment of Ecology and Evolutionary Biology Yale University New Haven CT USA.ORCID https://orcid.org/0000-0002-6402-3397
Rosemary BatetaBiotechnology Research Institute Kenya Agricultural and Livestock Research Organization Kikuyu, Nairobi Kenya.ORCID https://orcid.org/0000-0002-2793-4837
Winnie A OkeyoBiotechnology Research Institute Kenya Agricultural and Livestock Research Organization Kikuyu, Nairobi Kenya.ORCID https://orcid.org/0000-0003-2286-7847
Paul O MirejiBiotechnology Research Institute Kenya Agricultural and Livestock Research Organization Kikuyu, Nairobi Kenya.ORCID https://orcid.org/0000-0002-7965-2428
Sylvance OkothBiotechnology Research Institute Kenya Agricultural and Livestock Research Organization Kikuyu, Nairobi Kenya.ORCID https://orcid.org/0000-0002-9959-6849
Imna MaleleVector and Vector Borne Diseases Research Institute Tanzania Veterinary Laboratory Agency Tanga Tanzania.ORCID https://orcid.org/0000-0002-9343-7150
Grace MurillaBiotechnology Research Institute Kenya Agricultural and Livestock Research Organization Kikuyu, Nairobi Kenya.
Serap AksoyDepartment of Epidemiology of Microbial Diseases Yale School of Public Health New Haven CT USA.ORCID https://orcid.org/0000-0001-9941-143X
Adalgisa CacconeDepartment of Ecology and Evolutionary Biology Yale University New Haven CT USA.ORCID https://orcid.org/0000-0002-8949-9260
Norah P SaarmanDepartment of Ecology and Evolutionary Biology Yale University New Haven CT USA.ORCID https://orcid.org/0000-0001-8974-0301
Yale University · USKenya Agricultural and Livestock Research Organization · KEKenya Medical Research Institute · KEMaseno University · KEUppsala University · SEUtah State University · USVector & Vector-Borne Diseases Research Institute · TZ

Funding

Evolutionary Genetics of Tsetse and Its SymbiontsR01AI068932 · NIAID · YALE UNIVERSITY · PI AKSOY, SERAP, CACCONE, ADALGISA · 2008 to 2018
$7.0M
Molecular Aspects of Tsetse and Trypanosome TransmissionR01AI139525 · NIAID · YALE UNIVERSITY · PI AKSOY, SERAP · 2019 to 2024
$4.1M
Control of Tsetse Fly Transmitted Diseases in KenyaU01AI115648 · NIAID · YALE UNIVERSITY · PI AKSOY, SERAP · 2015 to 2019
$3.6M
Tsetse Transmitted African TrypanosomiasisD43TW007391 · FIC · YALE UNIVERSITY · PI AKSOY, SERAP · 2008 to 2017
$1.8M
Molecular and functional characterization of olfaction genes in tsetse fliesR03TW009444 · FIC · YALE UNIVERSITY · PI AKSOY, SERAP · 2013 to 2015
$157k
FIC NIH HHS D43 TW007391FIC NIH HHS R03 TW009444NIAID NIH HHS R01 AI068932NIAID NIH HHS R01 AI139525NIAID NIH HHS U01 AI115648
6 · The paper itself

Abstract

Vector control is an effective strategy for reducing vector-borne disease transmission, but requires knowledge of vector habitat use and dispersal patterns. Our goal was to improve this knowledge for the tsetse species

Indexed as

disease vectorgene flowhabitat suitabilitylandscape geneticsrandom forestspatial modeling

Identifiers

PMID34295362
PMCPMC8288027
OpenAlexW3145422121

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.