Cost-effectiveness of Oral Clodronate Compared with Oral Ibandronate, Intravenous Zoledronate or Intravenous Pamidronate in Breast Cancer Patients
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
This study aimed to identify the effects of different bisphosphonates in reducing skeletal-related events, and to determine whether there are any differences in their cost-effectiveness, taking into account their efficacy, safety profile and administration routes. A systematic literature search of databases, such as PubMed and the Cochrane Controlled Trials Register, supplemented by the latest congress abstracts from meetings of the European Hematology Association and the American Society of Clinical Oncology was conducted up to November 2006. Important references in reviews published by peer-reviewed journals were also taken into consideration. Our base-case cost-effectiveness analysis for Germany and the UK showed cost savings for oral clodronate therapy compared with other bisphosphonate therapies. In Germany, costs per patient of treatment with oral clodronate were euro1092.38, euro2360.40 and euro2500.29 less than with oral ibandronate, intravenous pamidronate and intravenous zoledronate, respectively. The UK results were similar, the costs per patient of treatment with oral clodronate being euro841.79, euro2989.99 and euro3669.19 less than with oral ibandronate, intravenous pamidronate and intravenous zoledronate, respectively.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.004 |
| 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