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Record W2770624387 · doi:10.6016/zdravvestn.1238

Celostna obravnava novorojenčka in dojenčka z okvaro brahialnega pleteža – predlog slovenskih smernic

2015· article· en· W2770624387 on OpenAlexaboutno aff
Katja Groleger Sršen, Andrej Repež, Peter Zorman, Petja Fister, Irena Štucin Gantar, Darja Paro Panjan, Matevž Kržan

Bibliographic record

VenueSlovenian Medical Journal · 2015
Typearticle
Languageen
FieldMedicine
TopicNerve Injury and Rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineRehabilitationPhysical medicine and rehabilitationElbow flexionPhysical therapyBrachial plexusElbowSurgery

Abstract

fetched live from OpenAlex

The impairment of brachial plexus (IBP) in the neonate and infant remains an important problem. Risk factors for IBP are well known, but the mechanisms of impairment are not yet fully understood. It is important to identify early signs of IBP and to evaluate the hand function. In the guidelines we propose to use the Toronto scale for evaluation of hand function. The newborn with IBP should be referred to physiotherapy, and then regularly followed-up once a month. If the arm and hand function, especially flexion of the elbow, is not improving at the age of two months, the infant should be referred to the tertiary level rehabilitation centre and to department for plastic surgery at the University Medical Centre in Ljubljana. When necessary, the reconstructive procedure should be done by the age of three to six months. After reconstruction of brachial plexus, the child needs a comprehensive therapy program, which involves passive stretching, sensory stimulation, exercises to promote the development of active voluntary movements, bimanual activities, and symmetrical posture and movement patterns.

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)0.003
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.499
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.026
GPT teacher head0.315
Teacher spread0.289 · 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

Citations0
Published2015
Admission routes1
Has abstractyes

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