MétaCan
Menu
Back to cohort
Record W7120589082

Evaluation of the nutritional impact of antineoplastic treatment of patients with head and neck cancer in the interest of the dentist: systematic review

2023· dissertation· pt· W7120589082 on OpenAlexaboutno aff
Cintia Baena Elchin

Bibliographic record

VenueDigital Library of Theses and Dissertations (Universidade de São Paulo) · 2023
Typedissertation
Languagept
FieldMedicine
TopicOral health in cancer treatment
Canadian institutionsnot available
FundersCoordenação de Aperfeiçoamento de Pessoal de Nível Superior
KeywordsMEDLINECognitive impairmentHead and neckRelative riskWeb of science
DOInot available

Abstract

fetched live from OpenAlex

O câncer de cabeça e pescoço, tem mundialmente um crescente aumento, o seu tratamento ainda hoje traz severas complicações orais e consequente impacto negativo na qualidade de vida e no estado nutricional desses pacientes. A desnutrição pós oncoterapia muitas vezes pode estar relacionada aos sintomas deletérios que surgem junto ao tratamento. O protesista bucomaxilofacial que tem o conhecimento dessa área pode atuar junto com a equipe multidisciplinar a fim de reduzir esses efeitos e contribuir na melhora e reabilitação desses pacientes. Visto isso, essa revisão sistemática tem como objetivo avaliar os sintomas pós-tratamento do câncer de cabeça e pescoço, que possam impactar no estado nutricional e que sejam de interesse ao protesista bucomaxilofacial para a reabilitação desses pacientes. Uma busca sistematizada foi realizada nas bases de dados Pubmed, Embase (via Elsevier), Web of Science, Scopus, Lilacs (via BVS) e Cochrane Library, no período de 2011 a 2022, o que resultou em uma amostra inicial de 1853 artigos. As ferramentas do Instituto Joanna Briggs para estudos transversais e a Newcastle Ottawa Scale, foram utilizadas para avaliação do risco de viés. Treze estudos observacionais foram selecionados para a síntese qualitativa. Desses, 5 estudos apresentaram baixo risco de viés, 7 estudos risco de viés moderado e 1 estudo com alto risco de viés. Os desfechos de deglutição, perda de peso, xerostomia e função mastigatória demostraram certeza de evidência baixa, já o desfecho trismo certeza de evidência muito baixa. Entre os principais sintomas avaliados a deglutição foi apresentada em 11 artigos, enquanto 4 artigos avaliaram o trismo. O conteúdo científico reunido demonstrou grande heterogeneidade entre os estudos, e os sintomas que impactam no estado nutricional estão sempre presentes pós oncoterapia.

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)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.007
Bibliometrics0.0070.008
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.001
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 head0.035
GPT teacher head0.334
Teacher spread0.299 · 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 designSystematic review
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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueDigital Library of Theses and Dissertations (Universidade de São Paulo)Same topicOral health in cancer treatmentFrench-language works237,207