Evidence map›Paper›PMID 41153982›Full record

ArticleAnimals : an open access journal from MDPI2025

Comparing Manual and Automated Spatial Tracking of Captive Spider Monkeys Using Heatmaps.

Silje Marquardsen Lund, Frej Gammelgård, Jonas Nielsen, Laura Liv Nørgaard Larsen, Ninette Christensen, Sisse Puck Hansen, Trine Kristensen, Henriette Høyer Ørneborg Rodkjær, Shanthiya Manoharan Sivagnanasundram, Bianca Østergaard Thomsen and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Animals : an open access journal from MDPI, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Silje Marquardsen LundDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.ORCID 0009-0006-7282-8298
Frej GammelgårdDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.ORCID 0009-0001-8577-5635
Jonas NielsenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Laura Liv Nørgaard LarsenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Ninette ChristensenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Sisse Puck HansenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Trine KristensenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Henriette Høyer Ørneborg RodkjærDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Shanthiya Manoharan SivagnanasundramDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.ORCID 0009-0008-7211-1283
Bianca Østergaard ThomsenDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.
Sussie PaghDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.ORCID 0000-0002-1574-3638
Thea Loumand FaddersbøllAalborg Zoo, Mølleparkvej 63, 9000 Aalborg, Denmark.
Cino PertoldiDepartment of Chemistry and Bioscience, Aalborg University, Frederik Bajers Vej 7H, 9220 Aalborg, Denmark.ORCID 0000-0002-4644-8981

Funding

Aalborg Zoo Conservation Foundation 2024-06Aalborg Zoo Conservation Foundation 2025-02
6 · The paper itself

Abstract

Animal welfare assessments increasingly aim to quantify enclosure use and activity to support naturalistic behavior and improve Quality of Life (QoL). Traditionally, this is achieved through manual observations, which are time-consuming, subject to observer bias, and limited in temporal resolution due to short observation periods. Here, we compared manual tracking using ZooMonitor with automated pose estimation (SLEAP) in a mother-son pair of black-headed spider monkeys (

Indexed as

animal welfareAteles fuscicepsmachine learningpose estimationSLEAPZooMonitor

Identifiers

PMID41153982
PMCPMC12561835

What OpenQuestion holds

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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.