"Weibliche Pedanterey": Georg Forster über Hester Lynch Piozzi
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
The European Society of Cardiology (ESC) guidelines on the management of stable coronary artery disease published in 2013 give practical recommendations for diagnostics and therapy. The approach depends on the clinical picture and symptoms of the patient, the severity and extent of ischemia, the degree and location of coronary stenoses, additional cardiac findings and finally on non-cardiac comorbidities. The selection of suitable diagnostic tools is based on the tabulated pretest probability for the presence of coronary artery disease which plays an important and central role in the diagnostic algorithm. An invasive approach is recommended only in patients with severe angina, i.e. a Canadian Cardiovascular Society (CCS) angina grading scale of ≥ CCS3 or in patients who are at high risk for death or myocardial infarction based on the results of the test used for detection of ischemia. Detailed therapeutic recommendations are given for medicinal and interventional or surgical therapy. Medicinal therapy includes drugs both for relief of symptoms and prevention of cardiovascular events. Recommendations are also given for the use of new antianginal drugs. A PCI is only indicated in vessels causing ischemia which can be verified by using fractional flow reserve measurements. The indications for PCI now also include patients with a low SYNTAX score and multivessel disease or left main stenosis; however, the optimal strategy should be individually determined in heart team discussions.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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