Index
Bibliographic record
Abstract
Italicized f and t refer to figures and tables, respectably.Abciximab, 207 ABO blood group, 28-9 ABO hemolytic disease, 29 acetaminophen, 45 acidosis, 197 acquired thrombophilia, 68-74.See also inherited thrombophilia diagnosis of, 68, 72t incidence of, 68 obstetrical complications, 73 pathogenecity, 71 pathophysiology of, 71 activated partial thromboplastin time (aPTT), 127, 173 activated protein C (APC), 6, 74-9, 191 activated recombinant factor VII (rFVIIa), 165 activation markers, 7 acute fatty liver of pregnancy (AFLP), 187 acute leukemia, 20 ADAMST13 deficiency, 44 adenosine diphosphate (ADP), 60, 61-2 f adherent placenta, 169-70 alpha-delta storage pool deficiency, 165 Alport syndrome, 60 amegakaryocytic thrombocytopenia, 60 amniotic fluid embolism (AFE), 184-5 anaphylaxis, 211 anemia, 2-3, 12-13.See also red cell disorders aplastic, 20 diagnosis, 21-4 etiology, 14 of infection, 19 iron-deficiency, 13-15, 14t, 21-2 management in pregnancy, 24-5 megaloblastic, 15-16, 23-4 parasitic disease, 18 pathophysiology during pregnancy, 13-14 postpartum hemorrhage and, 168 prevalence, 12 red cell membrane disorders, 19-20 renal, 19 sickle cell disease, 17-18 thalassemia, 16-17, 23 anemia-induced coagulopathy, 197 Ankylostoma duodenale, 18 antenatal anti-D prophylaxis, 33 anti-A, 29 anti-B, 29 anti-c, 28 anticoagulant therapy, 111-43 antiplatelet agents, 141 low molecular weight heparin, 127-30, 140-41 for mechanical heart valve thromboprophylaxis, 138-43 unfractionated heparin, 127, 140-41 for venous thromboembolism, 111-18 for venous thromboembolism in pregnancy, 118-36 vitamin K antagonists, 139-40 anti-D immunoglobulin, 33 antenatal, 33 dose regime, 35 indications for RhD-negative mothers, 35 antifibrinolytic drugs, 202 anti-Kell, 28 antiphospholipid antibody syndrome (APAS), 68-74 clinical consequences, 72-3 diagnosis of, 68, 72t incidence of, 68 obstetrical complications, 73 pathogenicity, 71 pathophysiology of, 71 antiplatelet agents, 141 antithrombin changes in pregnancy, 5t deficiency, 75-6t, 84-6 in disseminated intravascular coagulation, 189, 191 replacement, in preeclampsia, 86-9 aplastic anemia, 20 argatroban, 131 arterial embolization, 177-8 Ascaris lumbricoides, 18 Asherson's syndrome, 74 aspirin, 88, 91, 92-9t atonic uterus, 176 B lymphocytes, 4 Bacillus cereus, 210 Bakri balloon, 175 216
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.009 | 0.009 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.730 | 0.602 |
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 source (direct Gemma or distilled Codex), 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".