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Record W4407557176 · doi:10.1177/00034894251320003

Assessing Patient-Reported Outcomes: A Mixed Methods Qualitative Comparison Between Obturator and Surgically Reconstructed Maxillectomy Patients

2025· article· en· W4407557176 on OpenAlexaffabout
Ala Almanaseer, Cecilia Dong, Freeman Paczkowski, Francisco Laxague, S. Danielle MacNeil, Anthony C. Nichols, John Yoo, Kevin Fung, Cecilia E. Aragon, Adrian Mendez

Bibliographic record

VenueAnnals of Otology Rhinology & Laryngology · 2025
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsMedicineTrismusRehabilitationDentistrySurgeryPhysical therapy

Abstract

fetched live from OpenAlex

OBJECTIVES: Cancers of the maxillary region are often treated surgically with a maxillectomy followed by rehabilitation involving surgical reconstruction or obturator insertion to improve functional outcomes. However, there is a lack of consensus regarding the specific indications for either rehabilitation method. The objective of this study was to identify unique functional domains for maxillectomy patients who underwent surgical reconstruction or obturator insertion post-op to provide standardized data that can inform selection of either method. METHODS: This mixed-methods qualitative research was conducted from January 2020 to June 2022 at London Health Sciences Centre, a tertiary care center in London, Ontario, Canada. Phase I included open-ended patient interviews through grounded theory, while phase II incorporated focus groups through the Delphi technique. Phase I identified functional domains of interest, which were further refined based on importance to patients in phase II. Inclusion criteria consisted of adults, 18 years or older who underwent maxillectomy surgery for head and neck cancer. RESULTS: A total of 22 patients were included in phase I and 8 patients were included in phase II. The top 4 functional domains that affected patients regardless of rehabilitation method were eating difficulties, speaking difficulties, social discomfort with public eating, and numbness. The top 4 unique functional domains identified for the surgical group were dry mouth, trismus, chewing difficulties, and eye-related symptoms. The top 4 unique functional domains for the obturator group were obturator discomfort, nasal regurgitation, weight loss, and voice changes. CONCLUSIONS: This study identified functional domains affecting maxillectomy patients, which can be used to inform decisions regarding selection of rehabilitation method in clinical practice. This data can also in the future to create the first patient-reported outcomes instrument for this patient population.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.083
GPT teacher head0.463
Teacher spread0.380 · 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.

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

Citations1
Published2025
Admission routes2
Has abstractyes

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