Prenatal Autoimmune Disease, Multisystem, Infantile Onset-like Phenotype and Proximal Renal Tubular Dysplasia Associated With <i>STAT3</i> Mutation
Bibliographic record
Abstract
Activating heterozygous germline mutations in the signal transducer and activator of transcription 3 ( STAT3) gene are associated with the rare autoimmune disorder autoimmune disease, multisystem, infantile onset (ADMIO). The phenotype of ADMIO is typified by hypogammaglobulinemia and onset of autoimmune phenomena during early childhood that include diabetes and autoimmune enteritis. This case report describes in utero onset of precocious lymphocyte maturation, autoimmune enteropathy-like inflammation, and proximal renal tubular dysplasia associated with a novel de novo heterozygous STAT3 mutation. The findings expand the phenotype associated with activating STAT3 mutations and suggest that the impact of the immunological abnormalities associated with ADMIO can begin prior to birth.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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".