Impact of Hormone Therapy Linked to Wells Prediction Score in the Diagnosis of Deep Vein Thrombosis in Women Submitted to Vascular Ultrasound
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Introduo: A trombose venosa profunda (TVP) apresenta elevada morbimortalidade. O escore de Wells foi elaborado para melhorar a capacidade diagnstica pr-teste para TVP. O objetivo deste estudo foi ajustar o escore de Wells para pacientes brasileiras e incluir a varivel hormonioterapia (HT), comparando acurcia e poder de reclassificao do novo escore com o original de Wells. Mtodo: Estudo observacional transversal em que foi realizada regresso logstica para incluir a varivel hormonioterapia (HT) ao Escore de Wells, criando um novo escore (escore HT), que foi calibrado e ajustado para a
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it