In Memoriam of Dr. Heinz Rupp: Associate Editor of the <i>Canadian Journal of Physiology and Pharmacology</i>
Bibliographic record
Abstract
Professor Heinz Rupp, Ph.D., died on 4 March 2014 in Hannover at the age of 66 years from the sequelae of myocardial infarction.Even the implantation of a cardiac assist device could not alter the fatal clinical course.Professor Rupp was head of the molecular cardiology laboratory of the clinic of Internal Medicine & Cardiology, UKGM (Director Prof. Dr. Bernhard Maisch) in Marburg from 1994 to his retirement in 2012.We have lost a personal friend, an excellent scientist, and enthusiastic teacher.He has been one of the initiators of the Marburg Heart Walk for young and old from the historic market place to Marburg castle at the traditional Elisabeth Market, with educatory public information on life-style, hypertension, coronary artery disease, and heart failure.Heinz Rupp studied biochemistry from 1967 to 1975 at Eberhard Karl's
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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 | 0.005 | 0.029 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.004 | 0.012 |
| Insufficient payload (model declined to judge) | 0.012 | 0.013 |
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".