Hypoparathyroidism, Hypothyroidism and Thrombocytopenia: Rare Constellation of Fahr’s Syndrome
Bibliographic record
Abstract
Fahr’s syndrome is a rare progressive unremitting neurological disorder, characterized by abnormal bilaterally symmetric brain calcifications. It is associated with various endocrinopathies such as hypothyroidism, hypoparathyroidism and hypocalcemia. This case opens up a new horizon of thought process, as it illustrates the clinical presentation of Fahr’s syndrome with thrombocytopenia never reported before. It especially emphasizes on the diagnostic significance of combination of thrombocytopenia with seizures in Fahr’s, as this coupling can result in fatal intracranial hemorrhage if timely seizure management is not initiated. J Endocrinol Metab. 2014;4(4):110-111 doi: http://dx.doi.org/10.14740/jem228w
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".