Thoracoscopic right upper lobectomy in a patient with situs inversus totalis
Why this work is in the frame
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Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Gabryel P, Sielewicz M, Zielińska D, Piwkowski C. Thoracoscopic right upper lobectomy in a patient with situs inversus totalis. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery. 2021;18(1):62-63. doi:10.5114/kitp.2021.105191. APA Gabryel, P., Sielewicz, M., Zielińska, D., & Piwkowski, C. (2021). Thoracoscopic right upper lobectomy in a patient with situs inversus totalis. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, 18(1), 62-63. https://doi.org/10.5114/kitp.2021.105191 Chicago Gabryel, Piotr, Magdalena Sielewicz, Dominika Zielińska, and Cezary Piwkowski. 2021. "Thoracoscopic right upper lobectomy in a patient with situs inversus totalis". Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery 18 (1): 62-63. doi:10.5114/kitp.2021.105191. Harvard Gabryel, P., Sielewicz, M., Zielińska, D., and Piwkowski, C. (2021). Thoracoscopic right upper lobectomy in a patient with situs inversus totalis. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, 18(1), pp.62-63. https://doi.org/10.5114/kitp.2021.105191 MLA Gabryel, Piotr et al. "Thoracoscopic right upper lobectomy in a patient with situs inversus totalis." Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, vol. 18, no. 1, 2021, pp. 62-63. doi:10.5114/kitp.2021.105191. Vancouver Gabryel P, Sielewicz M, Zielińska D, Piwkowski C. Thoracoscopic right upper lobectomy in a patient with situs inversus totalis. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery. 2021;18(1):62-63. doi:10.5114/kitp.2021.105191.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 it