MétaCan
Menu
Back to cohort
Record W1656352499 · doi:10.5380/rd.v14i2.5934

PROTOTIPAGEM RÁPIDA EM ODONTOLOGIA

2006· article· pt· W1656352499 on OpenAlexaff
Mariana Schaffer, Nelson Luís Barbosa Rebellato, Delson João da Costa, Paulo Roberto Müller

Bibliographic record

VenueDENS · 2006
Typearticle
Languagept
FieldEngineering
TopicAnatomy and Medical Technology
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsHumanitiesPhysicsPhilosophy

Abstract

fetched live from OpenAlex

A palavra prototipagem significa o ato de produzir um protótipo e de preferência que seja rápido. A finalidade básica de qualquer protótipo é ser avaliado, aprovado ou corrigido, antes do início da produção em larga escala. Antigamente estes protótipos eram usados apenas na área da engenharia, com o desenvolvimento da informática e da tomografia computadorizada, eles passaram a também ser utilizado na área da saúde, possibilitando a visualização e a reconstrução tridimensional do esqueleto humano. O modelo médico é a reprodução fiel da anatomia do paciente, que é única. A utilização da prototipagem teve início na década de 80 e vem se tornando popular na área da saúde, na odontologia são utilizados principalmente na área da cirurgia e traumatologia buco-maxilo-faciais e na implantodontia. Os modelos impressos auxiliam o profissional no diagnóstico e planejamento cirúrgico, aumentando a precisão e rapidez dos procedimentos, reduzindo riscos cirúrgicos, tempos e custos hospitalares, além de estimular a confiança do paciente. Neste trabalho será apresentado o histórico da prototipagem rápida, suas indicações, vantagens e limitações.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.378
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.008
GPT teacher head0.218
Teacher spread0.210 · 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 designNot applicable
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
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueDENSSame topicAnatomy and Medical TechnologyFrench-language works237,207