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Record W2039764322 · doi:10.1177/0884533614532693

The Experiences of Patients With Advanced Head and Neck Cancer With a Percutaneous Endoscopic Gastrostomy Tube

2014· article· en· W2039764322 on OpenAlexaff
Janna P Y Kwong, Edith Stokes, Elaine Posluns, Margaret I. Fitch, Alison McAndrew, Katherine Vandenbussche

Bibliographic record

VenueNutrition in Clinical Practice · 2014
Typearticle
Languageen
FieldHealth Professions
TopicDysphagia Assessment and Management
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicinePercutaneous endoscopic gastrostomyHead and neck cancerSwallowingFeeding tubeQualitative researchGastrostomyPEG ratioTube (container)Gastrostomy tubeDysphagiaSurgeryRadiation therapy

Abstract

fetched live from OpenAlex

Background: While the percutaneous endoscopic gastrostomy (PEG) tube has become an established part of the management regimen for patients with head and neck cancer (HNCA) with impaired nutrition and functional status, limited research has explored the impact and experiences of living with a PEG tube from the patient's perspective. This qualitative study serves as a follow-up investigation undertaken to describe the experiences of patients with advanced HNCA living with a PEG tube. Materials and Methods: Eligible patients from convenience sampling were invited to participate until data saturation was reached. In-depth interviews were conducted with consenting participants. Qualitative descriptive design guided the content analysis of the interview transcripts. Results: Of the 49 patients invited, a total of 15 participants' interviews were transcribed and analyzed. Each interview was 15-90 minutes in length. Four of 22 content codes were chosen to describe the overarching ideas of the progressive experience of a patient's journey from the initial decision-making process around tube insertion through to its removal. Difficulty swallowing and weight loss emerged as primary factors for PEG tube insertion, and all participants became accustomed to living with the tube. Resuming a complete oral diet was a gradual transition. All participants recognized the value of the tube, and most acknowledged its necessity for their survival. Conclusions: Results describe the overall PEG tube experience as a dichotomy. While there were issues with the PEG tube, all participants found the tube to be beneficial. This study provides invaluable insight from a practice perspective.

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)0.005
metaresearch head score (Gemma)0.014
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0080.009
Scholarly communication0.0050.004
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.040
GPT teacher head0.464
Teacher spread0.424 · 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

Citations34
Published2014
Admission routes1
Has abstractyes

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