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Record W7028393400

Emergency Caesarean delivery in prolonged obstructed labour as risk\nfactor for obstetric fractures - A case series

2012· article· en· W7028393400 on OpenAlexfundno aff

Bibliographic record

VenueBioline International (Bioline International) · 2012
Typearticle
Languageen
FieldMedicine
TopicPregnancy-related medical research
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsCaesarean sectionObstructed labourBirth injuryPregnancyBrachial plexusPalsyCaesarean deliveryBreech presentation
DOInot available

Abstract

fetched live from OpenAlex

Birth fractures predominantly affect the clavicle, humerus or femur.\nBrachial plexus injury may co-exist with humeral or clavicular\nfractures. From January 2002 to December 2010, 8 neonates with\nfractures after caesarean section were treated under the supervision of\nthe first author following obstructed labour and caesarean delivery.\nThe most classical of the cases is a vertex-presenting neonate who was\ndelivered by caesarean section for obstructed labour in a primipara in\nwhom ipsilateral klumpke's palsy and fractures of the clavicle and\nhumerus were confirmed. Literature review did not consider emergency\ncaesarean delivery as one of the predisposing factors for such birth\ninjuries. This case series, in addition to presenting emergency\ncaesarean section as a predisposing factor for birth injuries, offers\nto suggest a manoeuvre that may reduce severity and rate of birth\ninjuries in caesarean section for obstructed labour in our environment\nwhere obstructed labour is still rife. (Afr J Reprod Health 2012;\n16[3]: 118-121).

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)0.001
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-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 score0.426
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.026
GPT teacher head0.356
Teacher spread0.330 · 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
Published2012
Admission routes1
Has abstractyes

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