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Record W2782218128

Dynamische-compressiebrace bij pectus carinatum

2013· article· nl· W2782218128 on OpenAlexaff
Sjoerd A. de Beer, J. R. de Jong, Hugo A. Heij

Bibliographic record

VenueData Archiving and Networked Services (DANS) · 2013
Typearticle
Languagenl
FieldMedicine
TopicPectus Deformity Diagnosis and Treatment
Canadian institutionsPediatric Oncology Group
Fundersnot available
KeywordsPectus carinatumBraceMedicinePectus excavatumSurgeryPatient complianceEmergency medicine
DOInot available

Abstract

fetched live from OpenAlex

Pectus carinatum occurs in one of 1500-1700 people and may lead to physical, cosmetic and psychosocial problems. Surgical treatment of pectus carinatum is performed using the 'Ravitch procedure'. An alternative and less invasive treatment consists of external compression with a brace. Results are often disappointing because of skin complications, a low level of comfort of the brace and low compliance. Nowadays a new brace (dynamic compression brace) exists with which the comfort and thus the compliance can be increased by measuring and regulating the pressure of correction during the treatment. This leads to better results and fewer complications. In 80-90% of patients the results are good to excellent and an operation can be avoided. This new brace is therefore a less invasive, cheap and safe alternative to the Ravitch procedure in the treatment of pectus carinatum in children

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.329
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.002
Research integrity0.0000.001
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 head0.014
GPT teacher head0.247
Teacher spread0.234 · 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
Published2013
Admission routes1
Has abstractyes

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