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Record W7155541200 · doi:10.25145/j.cuidar.2025.05.06

Fisioterapia y la sobrecarga del cuidador de personas dependientes. Una revisión sistemática

2025· article· W7155541200 on OpenAlexaboutno aff
Jerónimo Pedro Fernández González, Nora Margaret Delgado Pérez, Carlos Viera Sánchez, Josmarlin González Pérez, Juan Claudio García Thompson, Juan Elicio Hernández Xumet

Bibliographic record

VenueCuidar Revista de Enfermería de la Universidad de La Laguna · 2025
Typearticle
Language
FieldHealth Professions
TopicNursing care and research
Canadian institutionsnot available
Fundersnot available
KeywordsPsychological interventionQuality of life (healthcare)Quality (philosophy)PillarMEDLINEHealth information

Abstract

fetched live from OpenAlex

Introduction: The caregiver is a fundamental pillar in current health systems, especially in light of increased longevity and chronic diseases. The objective of this review is to identify the main health problems of caregivers and the possible interventions that could contribute to an improvement in the quality of life of this group. Methods: A systematic search was conducted through Punto Q (ULL information search portal) in the databases PEDro, ENFISPO, PubMed, Web of Science, and EBSCO Host, with the aim of finding evidence on this topic from the last 10 years. Results: Out of a total of 624 articles found, 13 were selected after applying search criteria and filters. The methodological quality of each article is evaluated using the Newcastle-Ottawa scale.

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 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)0.010
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.511
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.003
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.019
GPT teacher head0.407
Teacher spread0.388 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

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