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Record W2121101965 · doi:10.1177/0145721712446636

Parenting Children Living With Type 1 Diabetes

2012· article· en· W2121101965 on OpenAlexaffabout
Mary Anne Nurmi, Kerstin Stieber-Roger

Bibliographic record

VenueThe Diabetes Educator · 2012
Typearticle
Languageen
FieldMedicine
TopicDiabetes Management and Research
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsPsychologyDevelopmental psychologyMedicine

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of the study was to explore a parent's sense of meaning in relation to the parenting of a child with type 1 diabetes. METHODS: A qualitative collective case study design was used and 10 interviews conducted with parents of children with type 1 diabetes. Recruitment took place through the Winnipeg Diabetes Education and Resource for Children and Adolescents and Juvenile Diabetes Research Foundation. Categories were identified using qualitative content analysis. FINDINGS: Two major categories identified include being like everyone else and protecting the children. IMPLICATIONS: Findings indicate that there is a need for greater diabetes education in schools. Diabetes educators can play a more proactive role in leading school based discussions with children, parents, and school staff.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.008
Threshold uncertainty score0.686

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.015
GPT teacher head0.273
Teacher spread0.258 · 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 teacher head, 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

Citations29
Published2012
Admission routes2
Has abstractyes

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