Bibliographic record
Abstract
mortality 75 pathogenesis 75-8 risk factors 77-8 thoracic endovascular aortic repair 81, 82 treatment 80-6 type A dissection 80-1 type B dissection 81-2 zenith dissection endovascular stent 82-6 acute kidney injury (AKI) 157 AEF see aortoenteric fistula AKI see acute kidney injury anesthesia aortic endografting 5 hybrid endovascular aortic arch surgery 58 percutaneous transvenous mitral valvuloplasty 232-4, 244 thoracic endografting 28, 35 transfemoral transcatheter aortic valve replacement 148 angina 131 angioplasty balloons acute aortic dissection 76 aortic endografting 5-6, 8, 17-18 axillary/subclavian access 38 hybrid endovascular aortic arch surgery 60 thoracic aortic endografting 103-4 thoracic endografting 29, 32 angiotomography 76 annular rupture 183 anterolateral thoracotomy 138 antibiotic prophylaxis 148 anticoagulation aortic endografting 5, 10, 14, 15 MitraClip system 244 thoracic endografting 24, 28 transfemoral transcatheter aortic valve replacement 148 aortic annular rupture 154 aortic arch aneurysmal disease 62-3, 66-7, 70-1 aortic endografting accessory tools 21 angioplasty balloons 5-6, 8, 17-18 brachial access techniques 3-4 complications 8-9 device selection 21 direct iliac artery access 12-14 endoconduit construction 4-6 endoluminal grafts 1, 5-6, 10, 14, 20 flush/diagnostic/guiding catheters 17 guide wires 7, 9-12, 16 indications and preoperative planning 10 introducer sheaths 7-14, 16-17 main equipment list 15 open retrograde access 8-9 percutaneous entry needle/ devices 15-16 percutaneous retrograde access 3-8 retroperitoneal access 10-14 retroperitoneal conduit construction 10-12 rupture 8-9 stents 5-6, 8-11, 18-20 supplementary equipment list 15 transfemoral access techniques 6-9 vessel dilators 16 aortic regurgitation 150-3 aortic stenosis 170-1 aortic valve replacement (AVR) aortic stenosis 171 clinical trial outcomes 196-200 development of prostheses 194-6 mortality and morbidity 170, 196-8 redo AVR 183 safety concerns 200 transapical AVR 256-60 transvalvular AVR 194-203 see also transcatheter aortic valve replacement aortoenteric fistula (AEF) 99 aortography 80, 83 aorto-ilio-femoral angiography 177, 180 ARM snake robot 284-7 arteriotomy 135-7 artery on a stick phenomenon 10-11 Articulated Robotic MedProbe (ARM) system 284-7 ASA see atrial septal aneurysm ascending aortic pathologies axillary/subclavian access 36-42 hybrid endovascular aortic arch surgery 62-3, 65-7, 70-1 pseudoaneurysm 41 ASD see atrial septal defect atherosclerosis acute aortic dissection 76 axillary/subclavian access 37-8, 40 transcatheter aortic valve replacement 188 atrial septal aneurysm (ASA) 273, 278-80 atrial septal defect (ASD) 245, 280 autopsy studies 76 axillary-femoral/bifemoral bypass 95 axillary/subclavian access
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 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) | 0.051 | 0.158 |
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; both teacher heads agree on what is shown here.
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".