Bibliographic record
Abstract
PD Dr. med. habil. Daniel Kretzschmar is head of the Department of Angiology at the University Hospital of Jena. From 1999 to 2006 he studied medicine at the University of Leipzig, Germany; in New York City,USA; Houston, Texas, USA; Toronto, Canada; and Bern, Switzerland. He received his doctorate in 2008 for his research on the influence of transgenic expression of the transcription factor LXR- on atherosclerosis. The fellowship in internal medicine was started in 2007 at the University Hospital of Jena, Germany. After finishing, he achieved the specialization in internal medicine, cardiology, and angiology. His post-doctoral thesis was entitled development, design and evaluation of a percutaneous, pulsatile, right ventricular assist device-PERKAT RV and completed in 2020. His main interest of research focuses on interventional cardiology and angiology. He is member of the German and European society of cardiology and a member of the advisory board of the German society of angiology.Prof. Dr. med. Dr. disc. pol. Markus W. Ferrari is director of the Clinic Internal Medicine 1 of the municipal hospitals Wiesbaden (Helios Dr-Horst-Schmidt-Kliniken) since 2013. From 1986 to 1992, he studied medicine, sports, pedagogic, and social science at Georg-August-University, Goettingen, Germany. The dissertation of his MD-thesis on the “experimental evaluation of a mobile cardio-pulmonary-support system in an animal model” in 1993 was followed by the presentation of his PhD-thesis on the “influence of physical exercise programs on the validity of isokinetic trunk muscle functions” at the Faculty of Social Science and Sports one year later. After his fellowship in internal medicine at the University Hospital Goettingen and Jena, he achieved the specialization in internal medicine and cardiology. Having accomplished a research fellowship at the department of experimental cardiovascular surgery of the Texas Heart Institute, Houston, Texas, USA, in 2001, he received the specialization in internal intensive care medicine in 2003. In the following year, he became associate professor of internal medicine at the Medical Faculty of the University Jena. The dissertation of his post-doctoral thesis was entitled “Development of a trans-vascular aortic valve replacement with a self-expanding stent”. In 2006, he was appointed as Co-Director of the Department of Internal Medicine 1. He was appointed by the Friedrich-Schiller-University to tenured professorship in 2011. Markus Ferrari is author and coauthor of more than 180 publications and currently holds 48 granted patents. His major interest of research focuses on interventional cardiology, heart failure, and structural heart disease. In addition, he is reviewer and member of the editorial board of numerous journals in cardiovascular medicine, and editor of the German edition of Cardiology Up2date.
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.
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.615 | 0.503 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".