Incidence of Myelodysplastic Syndromes in a Major Canadian Metropolitan Area
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Myelodysplastic syndromes (MDS) are a heterogeneous group of clonal stem cell disorders that can progress to acute myeloid leukemia. In many regions of the world, the epidemiology of MDS is poorly described. This study determines the crude incidence of MDS in Calgary, Alberta, Canada, with new cases diagnosed using the revised 2008 WHO criteria. METHODS: For the study period of January 1, 2011 to December 31, 2015, incident cases of MDS were identified from a centralized database maintained by Calgary Laboratory Services' Cancer Cytogenetics Laboratory, which receives and analyzes patient bone marrow samples from southern Alberta. RESULTS: The Calgary metropolitan area had a total incidence rate of 2.60 MDS cases per 100000 person years, corresponding to an age-standardized incidence of 3.69 for Canada. The male-to-female sex ratio was 1.35, and the median age at diagnosis was 75 years. With these results, 1295 new annual cases of MDS were predicted in Canada. CONCLUSIONS: The reported incidence rate, sex, and age distribution were consistent with data around the world including several developing nations. This is the first study to provide information regarding the epidemiology of MDS within Canada.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it