MétaCan
Menu
Back to cohort
Record W7015270427

Sentidos atribuídos à qualidade de vida relacionada à saúde pelas cuidadoras de adolescentes com diabetes Mellitus tipo 1

2022· dissertation· en· W7015270427 on OpenAlexaboutno aff

Bibliographic record

VenueLA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · 2022
Typedissertation
Languageen
FieldComputer Science
TopicHealthcare during COVID-19 Pandemic
Canadian institutionsnot available
Fundersnot available
KeywordsFeelingQuality of life (healthcare)ReferralGenogramDiabetes mellitusFamily caregiversThematic analysisType 2 Diabetes MellitusFamily history
DOInot available

Abstract

fetched live from OpenAlex

Introduction: Type 1 diabetes mellitus is a complex chronic disease, with a high rate in adolescents and that affects family functioning and the Health-Related Quality of Life of each member. Objectives: To interpret the meanings attributed to Health-Related Quality of Life by caregivers of adolescents with type 1 diabetes mellitus; and understand how changes in family functioning interfere with the perception of Health-Related Quality of Life, in the light of the Calgary Family Assessment Model. Methodology: Qualitative, descriptive-exploratory study, developed in the outpatient clinic of a referral hospital for the treatment of diabetes in the state of Paraíba, with 14 caregivers of adolescents with type 1 diabetes mellitus. Empirical data collection took place in person and remotely, in the period between May and September 2021, based on the manual construction of a genogram and ecomap, and a semi-structured interview. data were interpreted through inductive thematic analysis, in light of the concepts of Health-Related Quality of Life and family functioning. The research was approved by opinion nº 4.711.978 and CAAE: 43825021.7.0000.5188. Results: The meanings attributed to Health-Related Quality of Life by caregivers are correlated with the feeling of being healthy, healthy eating, satisfactory family income, family involvement in care and access to an effective care network. Type 1 diabetes mellitus negatively interfered with family functioning, especially in the period after diagnosis and, more intensely, in families with preexisting family conflicts and without a social support network. Final Considerations: With the study, it was possible to apprehend the meanings that the caregivers attributed to their Health-Related Quality of Life and family functioning. Knowing these aspects can help health professionals who work in the management of care to be able to intervene on time in the demands of the family and the adolescent with this comorbidity.

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)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.002
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 head0.020
GPT teacher head0.275
Teacher spread0.255 · 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 designQualitative
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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueLA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)Same topicHealthcare during COVID-19 PandemicFrench-language works237,207