Assessing the Impact of Removable Prosthetic Restorations on Nutritional Habits in Edentulous Patients Following Surgery for Head and Neck Cancer
Bibliographic record
Abstract
BACKGROUND: Head and neck cancers (HNCs) and their surgical treatment can result in significant functional deficits including impaired masticatory function, dysphagia and dysgeusia, among others. These contribute to nutritional deficits weakening immune responses, increased post-surgical infections and complications. AIM: This study assesses the impact of removable prosthetic restorations on nutritional habits in edentulous patients who have undergone surgery for head and neck cancer. MATERIALS AND METHODS: This study included 44 post-surgical oncology patients and 20 healthy edentulous patients who served as controls. All patients received removable acrylic complete prostheses. Controls received maxillary and mandibular complete prostheses and HNC patients received post-resection complete maxillary and mandibular prostheses. Nutritional intake was assessed through a 24 h dietary recall and the Food Frequency Questionnaire administered before prosthetic treatment and 6 weeks and 3, 6 and 12 months after the provision of removable prosthetic restorations. RESULTS: This study found that both patient groups maintained consistent meal frequency, with the study group exhibiting stable food intake over time. The intake of various food items fluctuated post prosthesis delivery in both groups, with an initial decline followed by partial recovery. Statistically significant differences were observed in food preferences; however, diet variations between and within the groups were not statistically significant. CONCLUSIONS: This study found that the use of removable prosthetic restoration in surgically managed edentulous head and neck cancer patients and edentulous controls showed no significant differences apart from certain food preferences and diet variations. A prolonged adaptation period was observed highlighting the need to include clinical dietitians to support the patients.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".