Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Kłapyta A, Pręgowski J, Chmielak Z, Szymański P, Witkowski A, Demkow M. Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej. 2018;14(3):304-308. doi:10.5114/aic.2018.78336. APA Kłapyta, A., Pręgowski, J., Chmielak, Z., Szymański, P., Witkowski, A., & Demkow, M. (2018). Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, 14(3), 304-308. https://doi.org/10.5114/aic.2018.78336 Chicago Kłapyta, Adrian, Jerzy Pręgowski, Zbigniew Chmielak, Piotr Szymański, Adam Witkowski, and Marcin Demkow. 2018. "Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation". Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej 14 (3): 304-308. doi:10.5114/aic.2018.78336. Harvard Kłapyta, A., Pręgowski, J., Chmielak, Z., Szymański, P., Witkowski, A., and Demkow, M. (2018). Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, 14(3), pp.304-308. https://doi.org/10.5114/aic.2018.78336 MLA Kłapyta, Adrian et al. "Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation." Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, vol. 14, no. 3, 2018, pp. 304-308. doi:10.5114/aic.2018.78336. Vancouver Kłapyta A, Pręgowski J, Chmielak Z, Szymański P, Witkowski A, Demkow M. Bail-out use of the Amplatzer Septal Occluder for treatment of acute iatrogenic leaflet perforation during the MitraClip procedure in a patient with functional mitral regurgitation. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej. 2018;14(3):304-308. doi:10.5114/aic.2018.78336.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.002 |
| 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 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".