Treatment Sequences and Pharmacy Costs of 2 New Therapies for Metastatic Castration-Resistant Prostate Cancer.
Bibliographic record
Abstract
BACKGROUND: The approval of new therapies for metastatic castration-resistant prostate cancer (mCRPC), including the oral agents abiraterone acetate and enzalutamide, has altered the standard of care for patients with mCRPC. Little information exists regarding the sequences in which new therapies for mCRPC with evidence of survival benefits are used. OBJECTIVE: To describe the sequence of medication use for patients with mCRPC as observed in 3 healthcare data sets. METHODS: Three healthcare claims data sets were used to identify patients with mCRPC who had no previous use of and were newly initiating 1 of the 2 oral study drugs (ie, abiraterone acetate or enzalutamide). The index date was the first study drug claim after September 1, 2012. Patients were followed until the data cutoff or until being lost to follow-up. Descriptive statistics summarized the proportion of patients receiving 1 line of therapy versus ≥2 lines of therapy. The use of a corticosteroid and the mean monthly pharmacy costs of abiraterone acetate or enzalutamide during the follow-up period were compared between the cohorts. RESULTS: A total of 3525 patients with mCRPC were identified from data set 1, 499 patients from data set 2, and 1949 patients from data set 3. The first-line use of abiraterone acetate was observed in 74%, 82%, and 80% of data sets 1, 2, and 3, respectively, and the first-line use of enzalutamide was seen in 26%, 18%, and 20%, respectively, of these same populations. The concomitant use of corticosteroids was observed in patients receiving first-line abiraterone acetate and in patients receiving first-line enzalutamide in all 3 data sets. After September 2012, abiraterone acetate was the most frequently administered therapy for mCRPC among the 2 oral agents, abiraterone acetate and enzalutamide. The monthly pharmacy costs associated with abiraterone acetate were significantly lower than those associated with enzalutamide in all 3 data sets. CONCLUSIONS: Based on the data used in this study, abiraterone acetate was more frequently administered for patients with mCRPC than enzalutamide. The concomitant use of corticosteroids was common in patients receiving first-line abiraterone acetate or first-line enzalutamide therapy. Patients receiving abiraterone acetate had significantly lower monthly pharmacy costs than patients receiving enzalutamide. These findings may facilitate the estimation of the budgetary impact of a treatment mix for population health and for managed care stakeholders.
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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 | 0.002 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".