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Record W2596963846 · doi:10.24095/hpcdp.35.1.04f

Note de synthèse - Anomalies congénitales au Canada 2013 : Rapport de surveillance sur la santé périnatale du Système canadien de surveillance périnatale de l’Agence de la santé publique du Canada

2015· article· fr· W2596963846 on OpenAlexaffvenueabout
Brittany Irvine, Wei Luo, JA León

Bibliographic record

VenuePromotion de la santé et prévention des maladies chroniques au Canada · 2015
Typearticle
Languagefr
FieldBiochemistry, Genetics and Molecular Biology
TopicCleft Lip and Palate Research
Canadian institutionsPublic Health Agency of Canada
Fundersnot available
KeywordsGynecologyMedicineHumanitiesCongenital diseaseArt

Abstract

fetched live from OpenAlex

Les anomalies conge nitales sont des malformations pre sentes a `la naissance, me me si elles ne sont diagnostique es que plusieurs mois ou anne es plus tard. Elles peuvent e tre transmises a `la conception, comme dans le cas des anomalies chromosomiques (p. ex. syndrome de Down) ou des mutations ge ne tiques (p. ex. achondroplasie), mais il peut aussi s'agir de malformations structurales apparaissant durant la pe riode embryonnaire (p. ex. spina bifida), soit jusqu'a `la fin de la 7 e semaine de grossesse, ou au de but de la pe riode foetale (p. ex. fentes labio-palatines), soit entre la 8 e et la 16 e semaine de grossesse.

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)0.007
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.153
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.009
GPT teacher head0.272
Teacher spread0.262 · 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

Citations2
Published2015
Admission routes3
Has abstractyes

Explore more

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