Breast Cancer Therapy–Related Cardiac Dysfunction in Adult Women Treated in Routine Clinical Practice: A Population-Based Cohort Study
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
PURPOSE: Most women diagnosed with breast cancer are younger than 65 years of age. Population-based studies on cancer therapy-related cardiotoxicity have focused on older women. We sought to determine the risk of cardiotoxicity with breast cancer therapy in women with an age distribution representative of routine clinical practice. METHODS: This was a population-based retrospective cohort study including 14 regional cancer centers in Ontario, Canada. Adult women receiving chemotherapy for stage I to III breast cancer between 2007 and 2012 were included. Cancer treatment was categorized as follows: anthracycline-based chemotherapy without trastuzumab, trastuzumab with nonanthracycline chemotherapy, anthracyclines followed by trastuzumab (sequential therapy), and chemotherapy without anthracycline/trastuzumab (other chemotherapy). The primary outcome was a composite of hospitalization or emergency room visit for congestive heart failure (CHF), outpatient diagnosis of CHF, or cardiovascular death. A sensitivity analysis limited the outcomes to hospital-based CHF events. Cause-specific hazard models were used accounting for the competing risk of noncardiovascular death. RESULTS: Of 18,540 women included (median age, 54 years; interquartile range, 47 to 63 years), 79% were younger than age 65 years. The cumulative incidence of the primary outcome was 3.08% (95% CI, 2.81% to 3.36%) by 3 years of follow-up, whereas in an age-matched sample of Ontario women (n = 92,700) without breast cancer, it was 0.96% (95% CI, 0.89% to 1.04%). Compared with those receiving other chemotherapy, patients receiving trastuzumab with nonanthracycline chemotherapy and sequential therapy were at a higher risk of cardiotoxicity (hazard ratio, 1.76 [95% CI, 1.19 to 2.60] and 3.96 [95% CI, 3.01 to 5.22], respectively). Hospital-based CHF events were only increased with sequential therapy (hazard ratio, 1.86; 95% CI, 1.07 to 3.22). CONCLUSION: In women with breast cancer and an age distribution representative of routine clinical practice, trastuzumab-based regimens, including those without anthracyclines, were associated with an increased risk of cardiotoxicity. Sequential therapy increased the risk of hospital-based CHF events.
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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 | 0.011 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 | 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 it