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Record W4384932763 · doi:10.1142/s0219519423400766

COMPARISON OF BRAIN ACTIVATION PATTERNS IN STRESS-INDUCED AND POST-STRESS RESTING STATES: NORMAL SUBJECTS

2023· article· en· W4384932763 on OpenAlexaboutno aff
Mi‐Hyun Choi, Jin‐Seung Choi

Bibliographic record

VenueJournal of Mechanics in Medicine and Biology · 2023
Typearticle
Languageen
FieldNeuroscience
TopicFunctional Brain Connectivity Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPrecuneusMiddle frontal gyrusInferior frontal gyrusMedial frontal gyrusSuperior parietal lobuleNeuroscienceSuperior frontal gyrusLimbic lobeMiddle temporal gyrusFunctional magnetic resonance imagingOccipital lobePsychologyCuneusAngular gyrusInferior parietal lobulePostcentral gyrusParietal lobe

Abstract

fetched live from OpenAlex

Stress is a pervasive phenomenon with significant implications for individual well-being. Understanding the neural processes underlying stress responses and recovery is crucial for developing effective interventions. This study employed functional magnetic resonance imaging (fMRI) to investigate the brain activation patterns during stress induction and recovery in healthy adults. The Montreal Imaging Stress Task (MIST) was utilized to elicit acute stress in participants. The results revealed that during the stress task phase, the right hemisphere showed activation in the Inferior Parietal Lobule, Postcentral Gyrus, and Precuneus, while the left hemisphere demonstrated activation in the Inferior Parietal Lobule, Postcentral Gyrus, Middle Frontal Gyrus, and Superior Frontal Gyrus. Following the stress task, during the recovery phase, the right hemisphere exhibited activation in the Precuneus, Middle Occipital Gyrus, Superior Occipital Gyrus, Angular Gyrus, Medial Frontal Gyrus, Middle Frontal Gyrus, and Posterior Cingulate, whereas the left hemisphere displayed activation primarily in the Cuneus. Comparing the two phases, the left frontal lobe and occipital lobe exhibited increased activation during the rest period after stress. In contrast, the parietal lobe showed decreased activation during the recovery phase. These findings contribute to our understanding of the neural mechanisms associated with stress responses and recovery, providing insights into potential interventions for stress management and promoting well-being.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.132
GPT teacher head0.383
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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