ArticleNature2021
Evolving schema representations in orbitofrontal ensembles during learning.
Article in Nature, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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
73 citing papers in PubMed, 146 citations in OpenAlex.
- A novel rat spatial inference task reveals rapid deduction of transitive relationships using schemas and deliberation.Behavioral neuroscience · 2026Article
- Control of associative learning by the mediodorsal thalamus-orbitofrontal cortex circuit.Nature communications · 2026Article
- Targeting insulo-frontal pathway to reduce stress-evoked cognitive rigidity.Nature communications · 2026Article
- Divergent neural representations of space and task between physical and virtual navigation in macaques.Nature communications · 2026Article
- Cocaine disrupts hidden states in the brain.eLife · 2026Article
- Regional specialization in prefrontal cortex manifests in the reliability of task progression codes.Neuron · 2026Article
- Submedius thalamic inputs shape the presynaptic architecture of layer 5 orbitofrontal cortex in mice.iScience · 2026Article
- TARGETING INSULO-FRONTAL PATHWAY TO REDUCE STRESS-EVOKED COGNITIVE RIGIDITY.bioRxiv : the preprint server for biology · 2026Article
- Persistent representation of a prior schema in the orbitofrontal cortex facilitates learning of a conflicting schema.Nature communications · 2026Article
- Review
- Article
- Rethinking the centrality of brain areas in understanding functional organization.Nature neuroscience · 2026Review
- Beyond ensemble averages: single-entity approaches for complex systems.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026Review
- Domain-specific schema reuse supports flexible learning to learn in the primate brain.Nature communications · 2026Article
- Interaction and functional specialization across a distributed neural circuit for flexible task control in macaques.Nature communications · 2026Article
- Cognitive training shapes brain plasticity and schematic representations.Behavioral and brain functions : BBF · 2025Review
- Hippocampal-prefrontal orchestration supports higher-order learning for creative ideation.Nature communications · 2025Article
- A Novel Rat Spatial Inference Task Reveals Rapid Deduction of Transitive Relationships Using Schemas and Deliberation.bioRxiv : the preprint server for biology · 2025Article
- Fragmentation and multithreading of experience in the default-mode network.Nature communications · 2025Article
- Orbitofrontal-Hippocampal State Coding Dynamics during Reversal Learning.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
13 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
How do we learn about what to learn about? Specifically, how do the neural elements in our brain generalize what has been learned in one situation to recognize the common structure of-and speed learning in-other, similar situations? We know this happens because we become better at solving new problems-learning and deploying schemas
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.