Women neuropsychiatrists on Wagner-Jauregg’s staff in Vienna at the time of the Nobel award: ordeal and fortitude
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
This article profiles the scientific lives of six women physicians on the staff of the Clinic of Neurology and Psychiatry at the University of Vienna in 1927, the year when its Director, Julius Wagner-Jauregg, was awarded the Nobel Prize in Physiology or Medicine. They were all of Jewish descent and had to leave Austria in the 1930s to escape from the National Socialist regime. With a solid background in brain science and mental disorders, Alexandra Adler, Edith Klemperer, Annie Reich, Lydia Sicher and Edith Vincze pursued academic careers in the USA, while Fanny Halpern spent 18 years in Shanghai, where she laid the foundations of modern Chinese psychiatry, before going to Canada. At the dawn of their medical careers, they were among the first women to practise neurology and psychiatry, both in Austria and overseas.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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