MétaCan
Menu
Back to cohort
Record W175774076 · doi:10.3748/wjg.v12.i23.3625

Autoimmune liver disease and the Canadian First Nations Aboriginal Communities of British Columbia’s Pacific Northwest

2006· article· en· W175774076 on OpenAlexaffabout
Eric M Yoshida

Bibliographic record

VenueWorld Journal of Gastroenterology · 2006
Typearticle
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsAutoimmune hepatitisPrimary biliary cirrhosisDiseaseEtiologyGeographyMedicineChronic liver diseaseEthnologyCirrhosisImmunologyHistoryPathologyInternal medicine

Abstract

fetched live from OpenAlex

attack.In PBC, it is the microscopic intra-hepatic bile duct that is the immunologic target, whereas in PSC, both intra-and extra-hepatic bile ducts are involved and in AIH, the antigenic target is located on the hepatocyte.Aside from the fact that all three diseases will result in end-stage cirrhosis, resulting in morbidity and premature mortality unless rescued by an increasingly scarce liver transplant, there are similarities between all these three liver diseases.Overlap syndrome, in which a patient may have features of both PBC and AIH [1] or PSC and AIH [2] , is well recognized to occur and is often seen by clinicians.Occasionally, patients have been reported to have overlap with PBC and PSC as well as all three [3] .Furthermore, it is well recognized that patients with PBC and AIH can have many associated extra-hepatic autoimmune disease, especially rheumatologic conditions [4,5] .PSC, although classically occurring in the context of ulcerative colitis, is also reported to be associated with an increased likelihood of co-existent extra-intestinal, extra-hepatic autoimmune diseases compared to those with ulcerative colitis alone [6] .Recently, we have reported evidence that suggests that the Aboriginal population of British Columbia (BC), Canada (i.e.part of Canada's First Nations) has a significant burden of PBC [7][8][9] and possibly AIH [10,11] .It is commonly accepted by the gastroenterology community of BC that inflammatory bowel disease is extremely rare amongst its First Nations peoples, a fact that most likely explains the rarity of PSC in the First Nations population.The finding of an increased rate of PBC and AIH in BC's First Nations community has clinical, epidemiologic, anthropologic as well as socio-political implications.First Nations of Canada, also referred to as American Indians or Native Americans in the United States, are the original inhabitants of the continent and pre-date, by millennia, the subsequent European colonizers.In Canada, the First Nations peoples constitute about 4% of the population.In British Columbia, with a total population of close to 4 million people, about 170 000 are First Nations in demographic background.Often plagued by socioeconomic injustice, it is well recognized in recent years that the global health of Canada's First Nations communities is disproportionately worse than the rest of Canadian society.Chronic health problems, including diabetes mellitus, obesity, coronary artery disease, etc, are over-represented in our First Nations communities [12,13] .Excessive alcohol consumption remains a problem amongst some within the First Nations communities [14] , however, the stereotypic generalization that all chronic liver diseases amongst First Nations are a result of alcoholic liver disease more likely

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)0.002
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 score0.017
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.006
GPT teacher head0.208
Teacher spread0.202 · 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

Citations18
Published2006
Admission routes2
Has abstractyes

Explore more

Same venueWorld Journal of GastroenterologySame topicLiver Diseases and ImmunityFrench-language works237,207