Mixed fields on RhD typing as an indication of loss of heterozygosity on chromosome 1p in acute myeloid leukemia
Bibliographic record
Abstract
, 2014; Early Online: 1–4© 2014 Informa UK, Ltd.ISSN: 1042-8194 print / 1029-2403 onlineDOI: 10.3109/10428194.2014.982641 Th is work has been presented in part as an oral scientifi c abstract at the Canadian Society for Transfusion Medicine (CSTM) Annual Meeting in Edmonton, AB, Canada ( “ Loss of RhD expression coinciding with relapsed acute myelogenous leukemia” ), 9 June 2013. Correspondence: Christine M. Cserti-Gazdewich, 200 Elizabeth St, UHN TGH BTL 3EC-306, Toronto, ON M5G-2C4, Canada. Tel: 1-416-340-5390. Fa x: 1-416-340-5410. E-mail: Christine.Cserti@uhn.ca
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.004 | 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; both teacher heads agree on what is shown here.
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".