Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Dudek D, Siudak Z, Legutko J, et al. Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej. 2018;14(4):422-424. doi:10.5114/aic.2018.79100. APA Dudek, D., Siudak, Z., Legutko, J., Araszkiewicz, A., Bil, J., & Dąbrowski, M. et al. (2018). Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, 14(4), 422-424. https://doi.org/10.5114/aic.2018.79100 Chicago Dudek, Dariusz, Zbigniew Siudak, Jacek Legutko, Aleksander Araszkiewicz, Jacek Bil, Maciej Dąbrowski, and Michał Hawranek et al. 2018. "Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College". Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej 14 (4): 422-424. doi:10.5114/aic.2018.79100. Harvard Dudek, D., Siudak, Z., Legutko, J., Araszkiewicz, A., Bil, J., Dąbrowski, M., Hawranek, M., Huczek, Z., Kralisz, P., Roleder, T., Bartuś, S., and Wojakowski, W. (2018). Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, 14(4), pp.422-424. https://doi.org/10.5114/aic.2018.79100 MLA Dudek, Dariusz et al. "Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College." Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej, vol. 14, no. 4, 2018, pp. 422-424. doi:10.5114/aic.2018.79100. Vancouver Dudek D, Siudak Z, Legutko J, Araszkiewicz A, Bil J, Dąbrowski M et al. Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College. Advances in Interventional Cardiology/Postępy w Kardiologii Interwencyjnej. 2018;14(4):422-424. doi:10.5114/aic.2018.79100.
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.
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 | 0.016 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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