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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".