Le paradoxe cardiovasculaire de la grossesse
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
Despite widespread accessibility to prenatal care, little is known on the mechanisms initiating early maternal adaptation to pregnancy. Moreover, preeclampsia and intrauterine growth retardation remain the most frequent and serious complications of pregnancy. Recent studies, both in humans and in laboratory animals, have shown that very early events in gestation may be important determinants for the continuation of healthy pregnancy. Certain of these early adaptations appear to be linked to the corpus luteum of pregnancy, as ovarian steroid hormones (especially progesterone) would set the basic hemodynamic conditions, more specifically, generalized vasodilation. This new hemodynamic setup initiates a vicious cycle in which the renin - angiotensin - aldosterone system is activated, together with the resetting of the control of antidiuretic hormone secretion relative to plasma osmolality. This leads to a gradual and substantial increase in plasma volume and a parallel increase in cardiac function (both heart rate and stroke volume) with the goal of maintaining blood pressure in the face of the generalised vasodilation. This includes the creation of a functional arterio-venous shunt represented by the utero-placental circulation. By the end of the first trimester, the decrease in peripheral vascular resistance is marked relative to the increase in cardiac output, resulting in a significant decrease in blood pressure that will be maintained until the third trimester. It is proposed that in preeclampsia, these very early events (vasodilation - increased plasma volume) fail to occur, resulting in an absence of the usual decrease in blood pressure, which is normally seen in the second trimester of pregnancy, and hypertension in the third trimester. Experimental animals, especially the rat, are suitable models to study this early maternal adaptation to pregnancy, since both endocrine and hemodynamic changes appear to be similar to humans.
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| 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