Bibliographic record
Abstract
Plasma cell myeloma is known to cause expansion of a single clone of immunoglobulin (Ig) which results in the secretion of a unique homogeneous monoclonal protein (M component). However, there are cases which reported that it can also cause production of two different clones of these monoclonal M proteins. Although it is relatively very rare as the prevalence is only 2% of all plasma cell myeloma cases, the clinical features are said to be similar to monoclonal gammopathy. It is suggested that these biclonal gammopathy results from either one monoclonal cell clone in monoclonal gammopathy or two different monoclonal cell clones. Whichever the mechanism of the disease be, the response to treatment seems to be similar as compared to the monoclonal cases although some reports shows chemoresistant. Here, we report a rare case of plasma cell myeloma with IgG (lambda) and IgA (lambda) type of biclonal gammopathy, the clinical presentation, the haematological and biochemical markers as well as the response to the treatment.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".