Incidental Chronic Neutropenia in an Asymptomatic Adult
Bibliographic record
Abstract
Chronic neutropenia is a rare hematologic abnormality encountered in primary care. It can be caused by a wide range of acquired and congenital factors. Very rarely, it can occur as isolated chronic neutropenia where other hematologic cell lines are completely intact. The case discussed here dealt with a similar situation where a 29-year-old female patient presented with severe neutropenia and otherwise intact cell lines in an asymptomatic fashion. Laboratory testing conducted at multiple intervals showed a consistently and severely depressed absolute neutrophil count (ANC) for a prolonged time. In addition, the patient had some abnormalities in serum immunoglobulin levels that pointed towards an underlying autoimmune or malignant pathology but these were insufficient to arrive at a clear diagnosis. The unique presentation in this patient presents an opportunity to study the pathological causation for neutropenia and, more specifically, isolated neutropenia.
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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".