Cost-Effectiveness Analysis Comparing Conventional Versus Stereotactic Body Radiotherapy for Surgically Ineligible Stage I Non–Small-Cell Lung Cancer
Why this work is in the frame
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Bibliographic record
Abstract
INTRODUCTION: In 25% to 35% of patients with early stage I non-small-cell lung cancer (NSCLC), surgery is not feasible, and external-beam radiation becomes their standard treatment. Conventionally fractionated radiotherapy (CFRT) is the traditional radiation treatment standard; however, stereotactic body radiotherapy (SBRT) is increasingly being adopted as an alternate radiation treatment. Our objective was to conduct a cost-effectiveness analysis, comparing SBRT with CFRT for stage I NSCLC in a public payer system. METHODS: Consecutive patients were reviewed using 2010 Canadian dollars for direct medical costs from a public payer perspective. A subset of direct radiation treatment delivery costs, excluding physician billings and hospitalization, was also included. Health outcomes as life-years gained (LYGs) were computed using time-to-event methods. Sensitivity analyses identified critical factors influencing costs and benefits. RESULTS: From January 2002 to June 2010, 168 patients (CFRT, n = 50; SBRT, n = 118) were included; median follow-up was 24 months. Mean overall survival was 2.83 years (95% CI, 1.8 to 4.1) for CFRT and 3.86 years (95% CI, 3.2 to not reached) for SBRT (P = .06). Mean costs for CFRT were $6,886 overall and $5,989 for radiation treatment delivery only versus $8,042 and $6,962, respectively, for SBRT. Incremental costs (incremental cost-effectiveness ratio [ICER]) per LYG for SBRT versus CFRT were $1,120 for the public payer and $942 for radiation treatment alone. Varying survival and labor costs individually (± 20%) created the largest changes in the ICER, and simultaneous adjustment (± 5% to ± 30%) confirmed cost effectiveness of SBRT. CONCLUSION: Using a threshold of $50,000 per LYG, SBRT seems cost effective. Results require confirmation with randomized data.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 | 0.000 |
| 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