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Record W4393091591 · doi:10.1002/pbc.30965

Brochure intervention to manage bothersome taste changes in pediatric patients receiving cancer therapy

2024· article· en· W4393091591 on OpenAlexaff
Hadeel Hassan, Seye Oloyede, Gillian Villanueva, Serena Zahra, Zakia Joseph‐Frederick, Gloria Green, Tal Schechter, Sue Zupanec, L. Lee Dupuis, Lillian Sung

Bibliographic record

VenuePediatric Blood & Cancer · 2024
Typearticle
Languageen
FieldNeuroscience
TopicOlfactory and Sensory Function Studies
Canadian institutionsUniversity of TorontoInstitute for Clinical Evaluative SciencesSickKids FoundationHospital for Sick Children
Fundersnot available
KeywordsMedicineBrochureIntervention (counseling)Wine tastingPhysical therapyTasteFamily medicinePsychiatry

Abstract

fetched live from OpenAlex

BACKGROUND: Primary objective was to determine if a patient informational brochure describing potentially useful strategies could help manage specific taste changes. Secondary objective was to describe the specific strategies used and whether the strategies were perceived as being helpful. PROCEDURE: This single-center study included pediatric patients with cancer or hematopoietic cell transplant recipients receiving active treatment who experienced bothersome taste changes in the last month. Participants participated in baseline and follow-up interviews conducted 14-21 days apart. A brochure that listed 16 potentially helpful strategies was provided at baseline. At follow-up, we asked about brochure use and whether it helped. At both interviews, we asked about experienced taste changes, strategies used, and whether strategy helped. RESULTS: Of 100 enrolled participants, different (87%) and bad (72%) taste were most common at baseline. Following the brochure intervention, statistically significant reductions were observed in food tasting different, bad, bland, bitter, sour, and metallic. For most strategies, the proportion of patients who used specific strategies or found them helpful was not significantly different between baseline and follow-up. However, "eating foods you like" was considered helpful in significantly more participants who used the strategy in follow-up (72 out of 89, 80.9%) compared with baseline (55 out of 95, 57.9%; p = .008). Between visits, 81.2% looked at the brochure. Among participants, 53.1% found the brochure helpful, very helpful, or extremely helpful. CONCLUSIONS: A brochure that offered strategies to manage changes in taste helped participants cope with them. Further research should evaluate the brochure using randomized and multicenter trials.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 integrity0.0000.001
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 head0.066
GPT teacher head0.294
Teacher spread0.228 · 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 designNon-randomized trial
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
Published2024
Admission routes1
Has abstractyes

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