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Record W4410841441 · doi:10.34218/ijph_03_01_003

EFFECT OF INTENSIVE COGNITIVE TRAINING ON COGNITION AND FUNCTIONAL STATUS IN ACUTE STROKE PATIENTS WITH POST STROKE COGNITIVE IMPAIRMENT – A QUASI-EXPERIMENTAL STUDY

2025· article· en· W4410841441 on OpenAlex
Rahul Saini, Parul Bawa, Vijayshree Singh

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Physiotherapy · 2025
Typearticle
Languageen
FieldMedicine
TopicStroke Rehabilitation and Recovery
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCognitionStroke (engine)Cognitive impairmentPhysical medicine and rehabilitationAcute strokeCognitive trainingPhysical therapyPsychiatry

Abstract

fetched live from OpenAlex

Background: Stroke is the second leading cause of death and a major contributor to disability worldwide.The blood supply to the brain is controlled by two internal carotid arteries anteriorly and two vertebral arteries posteriorly.Ischemic stroke is caused by the deficiency of blood and oxygen supply to the brain.Haemorrhagic stroke is caused by bleeding or punctured blood vessels.AIM: The aim of the study is to investigate the effect of intensive cognitive training on cognition and functional status in acute stroke patients with post stroke cognitive impairment.Methodology: Two groups were taken including the experimental group which received Intensive cognitive functional training combined with routine rehabilitation training and control group which received routine rehabilitation training.A minimum of 30 patients were recruited for the study and were divided into two groups, the total protocol duration was of 3 weeks.The patient received two training sessions twice a day, for 60 minutes.Outcome measures included Modified Barthel Index (MBI) and Montreal cognitive assessment (MoCA).Results: The results of the study showed that there was statistically significant difference in Control Group A and Experimental Group B. Therefore, the Experimental Group showed greater improvement for outcome measure MoCA and MBI as compared to Control Group.Conclusion: In conclusion, intensive cognitive training appears to enhance cognitive function in acute stroke patients with PSCI, with significant effects observed by the 21st day.These findings highlight the importance of structured cognitive rehabilitation in stroke recovery.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.146
Threshold uncertainty score0.497

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.008
GPT teacher head0.330
Teacher spread0.323 · 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