Canadian pattern of care for anemia: comparison of chemotherapies in adjuvant breast cancer setting.
Bibliographic record
Abstract
Abstract Abstract #2118 Background: Anemia is a common side effect of chemotherapy in adjuvant breast cancer patients (pts) but its treatment may be inconsistent. Erythropoiesis-stimulating agents (ESAs) are the only alternative to blood transfusion in the treatment of chemotherapy-induced anemia, yet their appropriate use continues to be defined. The purpose of this study was to determine the frequency of anemia associated with adjuvant chemotherapy in Canadian breast cancer pts and to explore the corrective interventions which were undertaken. Methods: A retrospective chart review was conducted at 11 cancer centres in Ontario, Canada. Beginning on September 1, 2004 data were collected for 60 consecutive cases of adjuvant breast cancer at each centre, giving a total of 620 patients. Chemotherapy consisted mainly of FEC100, AC-T, AC, CEF, FEC50, and AC-T Dose Dense. Overall, 8% of pts were enrolled in a clinical trial and 76% received adjuvant radiotherapy. Hemoglobin level (Hb), supportive therapy (antibiotics, GCSF, ESA, and transfusion) and type of chemotherapy were recorded at each cycle. Results: The median pt age was 53. The mean baseline Hb was 132.8 (92.0-163) g/L, 11.6% of pts had Hb<120g/L. During the course of chemotherapy, the percentage of subjects with Hb<120 at least once was 55.8%, Hb<110 was 37.8%, Hb<100 was 21.2 % and Hb<90 was 11.5%, with a median of 36.0, 52.5, 71.0, and 75.0 days to develop anemia respectively. For pts whose Hb dropped below 100 g/L, 45.4% occurred after the 1st cycle, 68.8% after the 2nd, 83.7% after the 3rd, and 92.2% after the 4th chemotherapy cycle. Overall, 13.2% of subjects received prophylactic antibiotics, 26.3% were supported by G-CSF, 9.0% received an ESA (epoetin alfa) during their chemotherapy and 7.4% were transfused. The rates of anemia as well as means of intervention are summarized in Figure 1. ESAs were not used prophylactically in this setting. Conclusions: In Canada, breast cancer patients receiving adjuvant chemotherapy commonly become anemic during their course of treatment. This retrospective study demonstrated that ESAs play an important role in the management of anemia in the adjuvant setting. Canadian treatment guidelines recommend that ESA therapy be initiated when Hb <100 g/L. Our finding shows that ∼42% of patients whose Hb dropped below 100g/L were treated with ESAs, suggesting that ESAs were not overused in Canadian practice. Citation Information: Cancer Res 2009;69(2 Suppl):Abstract nr 2118.
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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 | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".