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Record W2098385420 · doi:10.1111/jan.12384

Primary care of female adolescents with type 1 diabetes mellitus and disordered eating

2014· article· en· W2098385420 on OpenAlexaff
Rachael McCarvill, Kathryn Weaver

Bibliographic record

VenueJournal of Advanced Nursing · 2014
Typearticle
Languageen
FieldMedicine
TopicDiabetes Management and Research
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsCINAHLDisordered eatingMedicineType 2 Diabetes MellitusPsychological interventionMEDLINEEating disordersNursingFamily medicineDiabetes mellitusPsychologyClinical psychology

Abstract

fetched live from OpenAlex

AIM: To identify the role of the nurse practitioner in caring for female adolescents with type 1 diabetes mellitus at risk for disordered eating behaviour and to formulate clinical recommendations for nurse practitioners in the primary care setting. BACKGROUND: Transition into adulthood can be difficult for female adolescents with type 1 diabetes mellitus. Challenges associated with management of this illness may place adolescent females at an increased risk for disordered eating. DESIGN: Discussion paper. DATA SOURCES: Sourced literature from 1991-2013, located through CINAHL, Health Source, Proquest, PubMed, PsychInfo, Web of Science and Medline databases. IMPLICATIONS FOR NURSING: Nurses involved in the primary care of female adolescents with type 1 diabetes mellitus need to be aware of the increased risk for disordered eating behaviours and develop the competencies to care for both the adolescent and her family to reduce the serious consequences of these behaviours. CONCLUSION: Awareness and acquisition of the skills required to intervene will enable nurse practitioners to recognize clients at risk for disordered eating, gain appreciation of the motivation of female adolescents with type 1 diabetes mellitus towards disordered eating behaviours and give optimal opportunity for education, counselling and recovery. Future direction for research includes exploration of the experiences of adolescents with type 1 diabetes mellitus; early interventions in the primary care setting; effective educational, preventative or supportive services for adolescents with this illness and their families; and outcomes to emerging technologies for insulin therapy on disordered eating occurrence.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.723
Threshold uncertainty score0.225

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.009
GPT teacher head0.277
Teacher spread0.268 · 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

Citations10
Published2014
Admission routes1
Has abstractyes

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