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 Global HORUS study aimed to determine how widespread atherosclerosis was in a large sample of mummified individuals. Adult mummies housed in 29 different museums and collections from around the world were studied with whole body CT scanning and were systematically reviewed for atherosclerotic arterial calcifications, interpreting by consensus. Sex and estimates of age at the time of death were established by participating bioarcheologists. Era of antiquity was obtained from museum records and, in 34 cases, from carbon-14 dating. Calcification in the wall of an identifiable artery was considered definite atherosclerosis and calcification along the expected course of an artery was considered probable atherosclerosis. Mummified remains derived from 7 different ancient populations (ancient Egyptians, ancient lowland Peruvians, ancient highland Andean, 19th century Unangan/Aleutian Islanders, 16th century Inuit, ancestral Puebloan, Middle-Ages Mongolian, plus a 19th century African American and an Indigenous Australian; females 36%, mean estimated age-at-death 40y) were examined. Definite or probable atherosclerosis was seen in 97 individuals (39%). Atherosclerotic calcifications were more common in longer-lived individuals (p<0.05) and were found in similar frequencies in Egyptians vs. non-Egyptians and in males vs. females.
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 | 0.052 |
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