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Record W3088149780 · doi:10.1093/pch/pxaa084

Mise à jour sur l’infection congénitale à cytomégalovirus : la prévention prénatale, le diagnostic néonatal et la prise en charge

2020· article· fr· W3088149780 on OpenAlexaff
Michelle Barton, A Michael Forrester, Jane McDonald

Bibliographic record

VenuePaediatrics & Child Health · 2020
Typearticle
Languagefr
FieldMedicine
TopicCytomegalovirus and herpesvirus research
Canadian institutionsCanadian Paediatric Society
Fundersnot available
KeywordsMedicineGynecology

Abstract

fetched live from OpenAlex

Abstract Le cytomégalovirus (CMV) est la principale cause d’infection congénitale et la première cause de surdité de perception d’origine non génétique pendant l’enfance. Même si la plupart des nouveau-nés infectés ne sont pas symptomatiques à la naissance, l’infection congénitale à cytomégalovirus est une affection importante, en raison du risque de surdité de perception et des autres atteintes neurodéveloppementales qui s’y associent. Le respect des mesures d’hygiène pendant la grossesse peut réduire le risque d’infection de la mère par le CMV. Grâce au dépistage rapide, il est possible de vite entreprendre la surveillance et la prise en charge des nouveau-nés infectés. Il est essentiel d’adopter une prise en charge multidisciplinaire pour optimiser le pronostic des nouveau-nés atteints.

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)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.021
GPT teacher head0.312
Teacher spread0.290 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations2
Published2020
Admission routes1
Has abstractyes

Explore more

Same venuePaediatrics & Child Health→Same topicCytomegalovirus and herpesvirus research→French-language works237,207→