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Chronic Histiocytic Intervillositis – Clinical, Biochemical and Radiological Associations [30F]

2017· article· en· W2610363184 on OpenAlexaff
Lawrence Koby, Sarah Keating, Ann Kinga Malinowski, Kellie E. Murphy, Rohan D’Souza

Bibliographic record

VenueObstetrics and Gynecology · 2017
Typearticle
Languageen
FieldMedicine
TopicPregnancy and preeclampsia studies
Canadian institutionsUniversity of TorontoMount Sinai Hospital
Fundersnot available
KeywordsMedicineObstetricsPreeclampsiaPregnancySingle umbilical arteryAmniotic fluid indexSmall for gestational ageFetusGynecologyAmniotic fluid

Abstract

fetched live from OpenAlex

INTRODUCTION: To determine the clinical, biochemical and radiological features associated with a histopathologic diagnosis of chronic histiocytic intervillositis (CHI), and propose surveillance strategies for pregnancies at risk for this condition. METHODS: A retrospective chart review was conducted to identify cases with a diagnosis of CHI between 2001 and 2014. Adverse pregnancy outcomes included pregnancy loss, preterm birth, small for gestational age (SGA) and preeclampsia. Maternal tests included serum alkaline phosphatase (ALKP) and prenatal screening bioanalytes. Mid-trimester placental ultrasound reported placental dimensions, echotexture, echogenic cystic lesions, infarcts and uterine artery pulsatility indices. Late-trimester ultrasound reported umbilical artery Dopplers and amniotic fluid volume. Outcomes were described as proportions. RESULTS: Of the 261 cases of intervillositis identified, 33 were cases of CHI. Fetal demise was noted in 13/33 (39.4%) of which 11 (35.5%) were stillbirths. Of the 18 live births, 16 (88.9%) delivered prematurely; 6 of these (33.3%) before 34 weeks and 12 (66.7%) required neonatal unit admission. All babies born after 22 weeks were SGA, with 15/23 (65.2%) under the 3rd centile. Preeclampsia complicated 9/33 (27.3%) of pregnancies. 12/16 (75.0%) had at least one abnormal prenatal screening bioanalyte and 6/19 (31.57%) ALKP levels 2.5 times above normal. 15/20 (75.0%) had at least one abnormal mid-trimester placental ultrasound marker. CONCLUSION: CHI is associated with a cluster of clinical, biochemical or radiological findings. Given the high recurrence rate and no available treatment, individualized care plans based on a combination of clinical, biochemical and radiological tests have been proposed to improve outcomes in subsequent pregnancies.

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)0.001
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 score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.057
GPT teacher head0.345
Teacher spread0.288 · 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".

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Citations0
Published2017
Admission routes1
Has abstractyes

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