Efficacy of Hemospray (TC-325) in the Treatment of Gastrointestinal Bleeding
Bibliographic record
Abstract
BACKGROUND: Hemospray (TC-325) is now approved for use in gastrointestinal bleeding. Data regarding their use pattern, efficacy, complications, and impact on clinical outcomes is limited. METHODS: Electronic search from relevant databases was conducted up to January 2019. Etiologies, therapy characteristics, hemostasis rates, rebleed rates, additional procedures, complications and mortality rates were extracted and pooled. RESULTS: Twenty-seven articles were included for analysis (n=1916). Pooled hemostasis was 94.5%. Pooled rebleed rate within 3 days was 9.9%, and within 30 days 17.6%. Pooled repeat Hemospray use was 13.6%. Radiology guided embolization was required with rate of 3.3% and surgery at rate of 4.7%. Rate of adverse events directly attributable to Hemospray was 0.7%. 30-day mortality was 11.8%. Comparison of conventional endoscopic therapy to Hemospray augmented therapy demonstrated that Hemospray therapy had increased immediate hemostasis [odds ratio (OR) 4.40]. There was no difference in rate of rebleeding at 8 days (OR 0.52) or overall mortality at 30 days (OR 0.53). Benign nonvariceal bleeds, malignant bleeds, and postprocedural bleeds had similar rates of hemostasis but rebleed rate at 30 days was less for postprocedural bleeding. CONCLUSIONS: The addition of Hemospray to conventional therapy appears to increase immediate hemostasis but does not decrease rebleeding or mortality. As such, the use of Hemospray will likely be limited to clinical situations requiring urgent, but temporary, hemostasis to bridge to more definitive therapy.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.007 | 0.004 |
| 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 | 0.001 |
| 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 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".