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Estilo de Vida e Percepção da Dor de Adultos no Período Pré Cirurgia Cardíaca

2025· article· pt· W4412699627 on OpenAlexaboutno aff
Ricardo Pauli Lautert, Mari Ângela Gaedke, Míriam Beatris Reckziegel

Bibliographic record

VenueSaúde Coletiva (Barueri) · 2025
Typearticle
Languagept
FieldMedicine
TopicCardiovascular and exercise physiology
Canadian institutionsnot available
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

O estudo avaliou o estilo de vida e a percepção da dor em adultos no período pré-operatório de cirurgia cardíaca, em um hospital de referência no interior do Rio Grande do Sul, Brasil. Foi um estudo descritivo e transversal, realizado entre maio e agosto de 2022, com 26 participantes (idade média 61 anos), predominando o sexo feminino (n = 15). Foram utilizados questionários para coletar dados sociodemográficos, perfil clínico, percepção da dor (Questionário de Dor de McGill versão curta e Escala Visual Analógica) e estilo de vida (Estilo de Vida Fantástico). A média do índice de massa corporal indicou sobrepeso em ambos os sexos (29,06 ± 5,66). A maioria dos sujeitos relatou dor moderada (n = 15). Mulheres apresentaram melhores escores de estilo de vida (p = 0,016), destacando-se nos domínios Nutrição (p = 0,016) e Álcool (p = 0,004). Os resultados sugerem hábitos mais saudáveis entre mulheres comparadas aos homens.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.412
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.002

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 head0.009
GPT teacher head0.275
Teacher spread0.266 · 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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