Device profile of the iTind temporary implantable nitinol device for benign prostatic hyperplasia
Bibliographic record
Abstract
INTRODUCTION: Benign prostate hyperplasia (BPH) is common among men. Typical treatments include lifestyle modifications, medical management, and surgical therapy, including minimally invasive surgical therapies (MIST). iTind is a new minimally invasive option for treating BPH. AREAS COVERED: This review is an objective assessment of the iTind device for BPH, based on published studies. The authors searched major databases for published articles that included 'iTind' and related search terms. A market overview, safety, efficacy, and durability of the device is discussed. Alternatives are compared and contrasted. EXPERT OPINION: iTind is a safe option for the treatment of BPH in select populations, specifically those who wish to preserve ejaculatory function. It has been shown to be efficacious in treating BPH symptoms; however, available data suggest a higher rate of retreatment when compared to traditional surgery. Emerging long-term data will provide a better understanding of long-term results.
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.
How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".