Evidence map›Paper›PMID 35888047›Full record

ArticleLife (Basel, Switzerland)2022

Integration of Morphometrics and Machine Learning Enables Accurate Distinction between Wild and Farmed Common Carp.

Omid Jafari, Mansour Ebrahimi, Seyed Ali-Akbar Hedayati, Mehrshad Zeinalabedini, Hadi Poorbagher, Maryam Nasrolahpourmoghadam, Jorge M O Fernandes

Open access · goldAbstract read
In one paragraph

Article in Life (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.5field-weighted citation impact, top 12% 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

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. Article
  2. Carapace Morphological Characteristics of Chinese Mitten Crab (Animals : an open access journal from MDPI · 2025
    Article
  3. Article
  4. Article
  5. 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

7 authors at 6 institutions in 2 countries.

Omid JafariInternational Sturgeon Research Institute, Iranian Fisheries Science Research Institute, Agricultural Research, Education and Extension Organization, Rasht 416353464, Iran.
Mansour EbrahimiDepartment of Biology, School of Basic Science, University of Qom, Qom 3716146611, Iran.
Seyed Ali-Akbar HedayatiDepartment of Fisheries, Faculty of Fisheries and Environmental Sciences, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 4913815739, Iran.
Mehrshad ZeinalabediniDepartment of Genomics, Agricultural Biotechnology Research Institute of Iran (ABRII), Karaj 3135933151, Iran.
Hadi PoorbagherDepartment of Fisheries Sciences, Faculty of Natural Resources, University of Tehran, Karaj 3158777871, Iran.
Maryam NasrolahpourmoghadamDepartment of Fisheries Sciences, Faculty of Natural Resources, University of Tehran, Karaj 3158777871, Iran.
Jorge M O FernandesFaculty of Biosciences and Aquaculture, Nord University, 8026 Bodø, Norway.ORCID 0000-0002-2550-1640
University of Tehran · IRAgricultural Biotechnology Research Institute of Iran · IRAgricultural Research & Education Organization · IRGorgan University of Agricultural Sciences and Natural Resources · IRNord University · NOUniversity of Qom · IR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Morphology and feature selection are key approaches to address several issues in fisheries science and stock management, such as the hypothesis of admixture of Caspian common carp (

Indexed as

domesticationfisheries managementfish morphologymachine learningmorphometrics

Identifiers

PMID35888047
PMCPMC9315565
OpenAlexW4283574290

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.