Los invertebrados ibéricos, en una gran base de datos de fotografías: Insectarium virtual cuenta ya con más de treinta mil imágenes
Bibliographic record
Abstract
Acute myeloid leukemia (AML) is an aggressive, acute-onset hematological malignancy. Greater use of intensive chemotherapy (IC), supportive care, and stem cell transplantation have led to an increasing number of long-term survivors. Few studies have examined employment issues among AML survivors and to our knowledge, no study has examined the long-term effects of treatment on return to work. This study is the first to utilize a validated measure of work-related limitation and productivity (WLQ-16) to assess the long-term effects of AML treatment on employment rates, work-related limitations, and overall productivity. We examined RTW issues in 111 adult AML 1-year survivors after conventional IC. We found that, over time, the number of employed survivors increased (to 54% by 36 months) while the number of unemployed, retired, and sick leave patients decreased. Among those employed, the majority were employed full time. Employed individuals reported few work-related limitations and productivity loss scores were low, ranging from 3.47% at 18 months to 2.34% at 36 months. These data suggest that, over time, over half of AML survivors who underwent IC regain social, emotional, cognitive, and physical function sufficient to RTW with few limitations.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.050 | 0.002 |
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".