ASSOCIATED CONDITIONS AND SPECIFIC PREDICTS OF OBSTETRIC ANTIFOSPHOLIPID SYNDROME
Bibliographic record
Abstract
The antiphospholipid syndrome (APS), or Hughes's disease, an autoimmune systemic disease, is the most common thrombophilias acquired in the young adult. In obstetrics, it is characterized clinically and may be associated with other diseases. The objective of this study was to identify the specific laboratory predictors of high risk for fetal loss, as well as the main associated symptomatologies. This study was performed through data analysis of 1557 pregnant patients diagnosed with classic antiphospholipid syndrome. The condition most associated with patients with obstetric SAF in the present study was the presence of previous abortion, followed by early delivery, thrombosis, fetal death, recurrent abortion and pre-eclampsia. The laboratory predictors associated with obstetric antiphospholipid syndrome were lupus anticoagulant and anticardiolipin IgG / IgM. It is necessary to carry out a study to complement the profile of the patients of this syndrome in pregnancy, because the development of antiphospholipid antibodies appear to be frequent in critically ill patients, but more studies are necessary to clarify their pathogenic role and its implications in clinical practice.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".