Infiltración pleural en la recaída de un mieloma múltiple
Bibliographic record
Abstract
El mieloma múltiple (MM) puede afectar al tórax en forma de lesiones óseas, plasmocitomas, infiltraciones pulmonares y derrame pleural. El derrame pleural por infiltración de células plasmáticas es poco frecuente, con una incidencia del 0,8% y menos de 100 casos descritos hasta la fecha. Presentamos el caso de un varón de 60 años que se le diagnosticó de mieloma múltiple. Tras recibir tratamiento y alcanzando remisión completa, se constata recaída precoz en forma de derrame pleural. Mostramos imágenes radiológicas, citológicas y de la traslocación t(14;16) por FISH. Se ha reportado que esta traslocación denota mal pronóstico, una clínica más agresiva y, a diferencia de otros subgrupos moleculares, su resultado no mejora con la introducción de bortezomib.
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 | 0.005 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".