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Record W6997427393

Vitamina A e sintomas da Esclerose Múltipla: revisão sistemática de estudos epidemiológicos e ensaios clínicos

2019· dissertation· pt· W6997427393 on OpenAlexaboutno aff

Bibliographic record

VenueBDTD (Federal University of Rio Grande do Norte) · 2019
Typedissertation
Languagept
FieldComputer Science
TopicHealthcare during COVID-19 Pandemic
Canadian institutionsnot available
Fundersnot available
KeywordsJadad scaleRandomized controlled trialContext (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

Introduction: Multiple sclerosis (MS) is the most prevalent autoimmune disorder today and is associated with demyelination of neurons in the central nervous system through activation of the immune system. Studies using vitamin A have been promising to improve the disease. Thus, the present dissertation aims to provide the best available evidence on the clinical impact of vitamin A on the symptoms-related outcomes of patients with MS. Methods: The article collection format was used for the production of two articles. The first one was a systematic review protocol article, used as a subsidy for the production of the second article, the systematic review. We searched on Pubmed, Embase, Scopus, Cinahl, Scielo, Web of Science, Cochrane Library, and Science Direct for studies evaluating the relationship of vitamin A supplementation and/or serum concentrations and symptoms in MS patients. For the design of the systematic review the PRISMA protocol was used. To assess the methodological quality of the studies, the JADAD scale was used for randomized controlled trials and Newcastle-Ottawa for observational studies. To extract all the data found, a database was created in the Microsoft Excel program. Results: At the initial search we found 2053 studies, and at the end of the searches 6 articles were selected for the research (2 randomized clinical trials and 4 cohorts). Of the six studies included, two used vitamin A supplementation and found that vitamin A is capable of containing upper limb disease progression and cognitive impairment, as well as significantly improving depression, total fatigue, and all three subscales fatigue (physical, cognitive and psychosocial). The other four studies measured serum vitamin A concentrations and found it was not associated with risk or number of relapses or worsening of the Kurtzke Expanded Disability Expanded Disability Status Scale. However, elevated serum retinol concentrations were associated with lower disease activity and were able to predict results of new lesions by magnetic resonance imaging. Conclusion: evidence identified in this study allow to recommend supplementation of vitamin A as an additional alternative to the treatment of MS. However, new controlled clinical trials well done are needed to define safe dosing better.

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)0.032
metaresearch head score (Gemma)0.090
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.032
Threshold uncertainty score0.169

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0320.090
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0090.006
Bibliometrics0.0270.030
Science and technology studies0.0010.002
Scholarly communication0.0070.005
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.030
GPT teacher head0.274
Teacher spread0.244 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2019
Admission routes1
Has abstractyes

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