Tracking together: estimating social poses.

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.

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.

Who cites it

4 citing papers in PubMed.

1. Natural variation in the oxytocin receptor gene predicts social observation in female prairie voles.bioRxiv : the preprint server for biology · 2025
   Article
2. Anti-drift pose tracker (ADPT), a transformer-based network for robust animal pose estimation cross-species.eLife · 2025
   Article
3. Segmentation tracking and clustering system enables accurate multi-animal tracking of social behaviors.Patterns (New York, N.Y.) · 2024
   Article
4. Noninvasive Tracking of Every Individual in Unmarked Mouse Groups Using Multi-Camera Fusion and Deep Learning.Neuroscience bulletin · 2023
   Article

Corrections and comments

• Comment on
  SLEAP: A deep learning system for multi-animal pose tracking.2022
• Comment on
  Multi-animal pose estimation, identification and tracking with DeepLabCut.2022

Authors and funding

2 authors.

Funding

Abstract

PubMed holds no abstract for this paper.

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