Evidence map›Paper›PMID 34745034›Full record

ArticleFrontiers in microbiology2021

Innovative Artificial-Intelligence- Based Approach for the Biodegradation of Feather Keratin by

Zeiad Moussa, Doaa B Darwish, Salma S Alrdahe, WesamEldin I A Saber

Open access · goldAbstract read
In one paragraph

Article in Frontiers in microbiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
3.5field-weighted citation impact, top 7% 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

16 citing papers in PubMed, 30 citations in OpenAlex.

  1. Article
  2. Article
  3. Composting Poultry Feathers with KeratinolyticMaterials (Basel, Switzerland) · 2025
    Article
  4. Review
  5. EndophyticFrontiers in microbiology · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Domiciliation ofMicroorganisms · 2023
    Article
  12. Article
  13. Article
  14. Article
  15. Seed EndophyticMolecules (Basel, Switzerland) · 2022
    Article
  16. 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

4 authors at 2 institutions in 2 countries.

Zeiad MoussaMicrobial Activity Unit, Microbiology Department, Soils, Water and Environment Research Institute, Agricultural Research Center, Giza, Egypt.
Doaa B DarwishBotany Department, Faculty of Science, Mansoura University, Mansoura, Egypt.
Salma S AlrdaheDepartment of Biology, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia.
WesamEldin I A SaberMicrobial Activity Unit, Microbiology Department, Soils, Water and Environment Research Institute, Agricultural Research Center, Giza, Egypt.
Agricultural Research Center · EGUniversity of Tabuk · SA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The current study reported a new keratinolytic bacterium, which was characterized as

Indexed as

artificial intelligenceartificial neural networkbiodegradationbioremediationkeratinasemineral saltsresponse surface methodology

Identifiers

PMID34745034
PMCPMC8569898
OpenAlexW3210731389

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.