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Record W1967286873 · doi:10.1159/000243316

Perinatal Hematological Profile of Newborn Infants with Candida Antenatal Infections

2009· article· en· W1967286873 on OpenAlexaff
Baruch Wolach, S Bogger-Goren, Robin K. Whyte

Bibliographic record

VenueBiology of the Neonate · 2009
Typearticle
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsMcMaster University Medical Centre
Fundersnot available
KeywordsNeutrophiliaMonocytosisMedicineLeukocytosisChorioamnionitisCandida albicansGranulopoiesisInternal medicineImmunologyPhysiologyGastroenterologyGestational agePregnancyBiologyHaematopoiesisMicrobiologyBone marrow

Abstract

fetched live from OpenAlex

We serially studied hematological profiles of 8 newborns with proven antenatal candida chorioamnionitis and funisitis. Candida albicans was cultured from various sources in the infants; blood and CSF cultures were all negative. Seven of the 8 were premature; 5 were sick. We statistically compared hematological data of the 'well' and 'sick' babies. The latter showed neutrophilia (mean 52,381 vs. 11,326/microliters, p less than 0.01) accompanied by significant elevation of nonsegmented granulocytes (NSG) and a NSG/neutrophil ratio greater than 0.3. Significant monocytosis (mean 7,836 vs. 2,869/microliters, p less than 0.01) and eosinophilia (mean 4,723 vs. 782/microliters, p less than 0.05) were also noted. Remarkable toxic granulations, vacuolization, and Döhle bodies were found in the neutrophils of the 'sick' newborns. Hematological profiles correlated with the infants' clinical condition.

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)0.000
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.025
GPT teacher head0.339
Teacher spread0.314 · 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 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

Citations17
Published2009
Admission routes1
Has abstractyes

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