Jodocus Lommius's Little Golden Book and the History of Diagnostic Semeiology
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 paper traces the nature and fortunes of Lommius' Medicinal Observations of 1560, its relationship to ancient authors, its two-and-a-half centuries of fame, and its fall. Originating as an accessible manual of diagnosis for municipal authorities, it emphasized the observable aspects of illness and downplayed the role of humors and hidden causes. As a result, it both heralded and served the trend to symptom-based nosology. Eventually, as disease concepts shifted from symptoms to organs, Lommius was eclipsed by the next epistemic fashion: positivistic organicism. The multiple editions of this work invite us to reconsider the sustained influence of ancient writers, including Celsus, in medical pedagogy and semeiology, as well as the timing and location of the development of nosological concepts of disease. Class considerations and the proclivities of twentieth-century scholarship contributed to the obscurity of this book in our time.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.021 |
| 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