E-090 Intraoperative MRI for endovascular coiling of intracranial aneurysms: a single center experience
Bibliographic record
Abstract
<h3></h3> Intraoperative magnetic resonance imaging system (iMRIS) surgical theatre is a highly integrated operating room with an iMRI designed originally for brain tumor surgery. Its use in neurointerventional procedures, particularly in the setting of endovascular coiling of intracranial aneurysms, have not been discussed in the literature to date. We present our initial experience about the safety and feasibility of intraoperative MRI to assess post operative complications and provide baseline imaging post coiling of intracranial aneurysms. In our early experience, a total of 15 patients underwent intra-operative MRI with MRA to assess post coiling status of the intracranial aneurysm. The iMRI is an advantageous tool which can be integrated into neurointerventional workflow resulting in early post preprocedural feedback and potentially reduced post-operative hospital stay. <h3>Disclosures</h3> <b>Y. Yan:</b> None. <b>J. Shankar:</b> None. <b>Z. Kaderali:</b> None. <b>T. Chowdhury:</b> None.
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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) | 0.000 | 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 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".