DOES YOUR INTERCHANGE DESIGN HAVE YOU GOING AROUND IN CIRCLES
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
Geometries of platelets in citrated PRP obtained from normal donors (17) and donors (5) with a hereditary dominant giant platelet syndrome, herein referred to as "Montreal platelet syndrome" (MPS), are compared. The measured geometric axial ratio (rp = thickness/diameter) is used to classify platelet morphologies into three groups: discocytes (rp less than 0.5), disco-echinocytes (rp = 0.5 to 0.9), sphero-echinocytes (rp greater than 0.9). MPS discocytes are normal sized; however, MPS sphero-echinocytes and disco-echinocytes have mean volumes approximately two times larger than normal. It is demonstrated that these larger-than-normal sized MPS platelets can be produced directly from MPS discocytes by treatment with agents known to induce platelet shape change (adenosine diphosphate, thrombin, and incubation at 4 degrees C). Treatment of platelets obtained from normal donors which have been resuspended in MPS PPP and ADP or incubation at 4 degrees C causes the formation of normal-sized disco-echinocytes and sphero-echinocytes. The diameters of MPS disco-echinocytes are identical to the diameters of MPS platelets observed on peripheral blood smear, whereas those of MPS sphero-echinocytes are approximately 20% lower. It is suggested that the appearance of abnormally large platelets in MPS is related to a defect in the mechanism which regulates platelet size and shape during shape change.
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) | 0.000 | 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