MétaCan
Menu
Back to cohort
Record W4213156791 · doi:10.1093/jcag/gwab049.221

A222 BILIARY ATRESIA IN BRITISH COLUMBIA: THE ROLE OF REFERRAL AGE AND DIAGNOSITIC EVALUATION ON OUTCOME

2022· article· en· W4213156791 on OpenAlexaffabout
Matthew D. Smyth, Robert Baird, Richard A. Schreiber

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2022
Typearticle
Languageen
FieldMedicine
TopicPediatric Hepatobiliary Diseases and Treatments
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsBiliary atresiaMedicineReferralLiver transplantationPediatricsCirrhosisPresentation (obstetrics)Retrospective cohort studyLiver diseaseInternal medicineTransplantationSurgeryFamily medicine

Abstract

fetched live from OpenAlex

Abstract Background Biliary atresia (BA), a newborn liver disease, is the leading cause of cirrhosis and liver-related death in children and the most common indication for pediatric liver transplantation (LT). The current standard of BA care is sequential surgery with an initial Kasai hepatoportoenterostomy (KP), followed by LT for those who progress to liver failure. Survival with native liver (SNL) correlates to infant age at KP with best outcome at early KP at <30 days of age. Novel screening tests and diagnostic algorithms have been proposed, however the variability of clinical presentation and lack of a diagnostic test challenge early diagnosis and timely KP. Aims To assess age at BA presentation and subsequent investigations to the timing of KP and outcome. Methods A retrospective study of all BA cases referred to BC Children’s Hospital January 1, 2000-December 31, 2018. Data collection included age at referral, clinical presentation, laboratory and imaging studies, age at KP and LT. SNL and overall survival rates were determined. Descriptive statistics and data analyses using SSPS were applied. Results In this 19-year study, there were 48 cases (58% female) of BA in BC (1:17,000 live births). KP was performed in 41 patients and 7 had primary LT. Following the initial KP, 23 cases had LT. Median age at presentation decreased from 55 to 42 days after introduction of the BC BA stool card screening program in 2014. The Median (IQR) age at KP was 62 days (48–87). Median delay from the age at first encounter to the KP was 10 days (4–21); early referral (youngest 3rd of cohort) had a mean delay to KP of 25 days (15–40) compared with the late group (oldest 3rd of cohort) with median delay to KP of 5 days (1–8). There were 2.4 and 1.4 investigations/patient before undergoing KP in the youngest and oldest age at presentation cohorts. HIDA scan was done in 41% and 19% of the youngest and oldest presentation cohorts respectively. Median LT age was 9.6 months (8-13months). Median age at KP for patients who received LT was 77 days (53–92), compared to 52 days (41–79) in those without LT (p=0.08). All KPs were completed by 7 surgeons, each completing 1- 10 KPs. Overall patient survival and SNL were 98% and 37.5%. Conclusions In this cohort, SNL rates were below SNL rates in other national studies. SNL rates were higher in patients who underwent KP at a younger age, and early findings from a provincial screening program show a shift in age at presentation, potentially owing in part to increased community awareness of BA. A diagnostic algorithm that accounts for age at presentation is needed achieve timely KP. Funding Agencies None

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)0.001
metaresearch head score (Gemma)0.004
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 score0.232
Threshold uncertainty score0.466

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.012
GPT teacher head0.250
Teacher spread0.238 · 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

Citations0
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the Canadian Association of GastroenterologySame topicPediatric Hepatobiliary Diseases and TreatmentsFrench-language works237,207