As opções terapêuticas para os aneurismas fusiformes
Bibliographic record
Abstract
Resumo Os aneurismas fusiformes são pouco frequentes e geralmente não estão associados a fatores de risco específicos. Ocorrem principalmente nas artérias cerebrais, por meio de uma dilatação circunferencial na parede da artéria, garantindo seu aspecto morfológico típico: ausência de colo aneurismático. Por essa razão, não podem ser usualmente clipados ou embolizados, necessitando de métodos alternativos de tratamento que representam um desafio para os neurocirurgiões. As alternativas cirúrgicas estão associadas a um melhor prognóstico e incluem as técnicas de revascularização com o uso de bypass, a oclusão da artéria aferente (PAO, sigla em inglês) e “wrapping” ou clip-wrap. Métodos endovasculares, como o uso de stents, representam uma opção para restauração mais fisiológica do fluxo sanguíneo, embora necessitem de mais estudos para confirmar a eficácia.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".