North American Indian Cirrhosis in Children: A Review of 30 Cases
Bibliographic record
Abstract
BACKGROUND: North American Indian childhood cirrhosis (NAIC) is a distinct, rapidly evolving form of familial cholestasis found in aboriginal children from northwestern Quebec. This is a retrospective review of the 30 patients treated in Quebec since the discovery of NAIC in 1970. METHODS: The clinical records and histologic samples from 30 patients were reviewed. Extensive metabolic, biochemical, viral, genetic, and radiologic studies were performed in most patients. RESULTS: Genetic analysis suggests autosomal recessive inheritance and a carrier frequency of 10% in this population. Gene mapping studies showed that the NAIC gene is located on chromosome 16q22. Typically, patients have neonatal cholestatic jaundice (70%) or hepatosplenomegaly (20%) with resolution of clinical jaundice by age 1 year but persistent direct hyperbilirubinemia. Portal hypertension was documented in 29 patients (91%). Variceal bleeding (15 patients, 50%) occurred as early as age 10 months. Surgical portosystemic shunting was performed in 13 of these 15 patients (87%); 4 (31%) rebled after 1 to 5 years. Fourteen patients died (47%). In 10 (71%), liver disease was the cause. Four children died of liver failure before liver transplantation became available. In transplanted livers, no recurrence of NAIC was observed after 1 to 10 years. Recognized infectious, metabolic, toxic, autoimmune, and obstructive causes of cirrhosis have been eliminated. The histologic features of NAIC show early bile duct proliferation and rapid development of portal fibrosis and biliary cirrhosis, suggesting a cholangiopathic phenomenon. CONCLUSION: Together with gene mapping studies showing that the NAIC gene is different from those of other familial cholestases, these observations suggest that NAIC is a distinct entity that could be classified as "progressive familial cholangiopathy."
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".