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Record W4234347515 · doi:10.37118/ijdr.21260.03.2021

Cuidados paliativos no âmbito hospitalar em pacientes com insuficiência cardíaca

2021· article· pt· W4234347515 on OpenAlexaboutno aff

Bibliographic record

VenueInternational Journal of Development Research · 2021
Typearticle
Languagept
FieldMedicine
TopicPalliative and Oncologic Care
Canadian institutionsnot available
Fundersnot available
KeywordsPalliative careMedicineGerontologyNursing

Abstract

fetched live from OpenAlex

Objetivo: Identificar pacientes com IC que necessitem de cuidados paliativos, a partir da Escala de Performance Paliativa (PPS) e Escala de avaliação de Sintomas de Edmonton (ESAS). Métodos: Trata-se de um estudo exploratório, descritivo e transversal, realizado em um hospital público de uma cidade no interior do estado de São Paulo em 2019. A população alvo foi os pacientes com IC, amostra por conveniência, e os critérios de inclusão foram de acordo com a classe funcional III/IV, e idade maior que 50 anos. Para coleta de dados, foi adotado um questionário com identificação e dados da doença, a escala PPS para avaliar a funcionalidade dos participantes, e a ESAS para avaliar os sintomas. Resultados: Participaram 47 pacientes,idade 71,04 + 10,58 anos. Observou-se que 38,3% se enquadravam nos critérios mais prevalentes para necessidade de cuidados paliativos, sendo 66,7% do sexo feminino, uma média de idade total de 74,2 anos ± 10,22, cerca de 3,9 internações durante o curso da doença e das etiologias identificadas a mais frequente é a chagásica com 27,7%. Conclusão: A partir dos resultados obtidos, percebeu-se que há necessidade de rastrear, a partir das escalas utilizadas, os pacientes que necessitam de cuidados paliativos como parte do tratamento.

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)0.001
metaresearch head score (Gemma)0.006
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.098
GPT teacher head0.432
Teacher spread0.334 · 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
Published2021
Admission routes1
Has abstractyes

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