STUDY OF SPLENOMEGALY IN CHILDREN.
Bibliographic record
Abstract
Splenomegaly is common clinical finding in pediatric practice. Splenic enlargement occurs when the spleen is increased by cells or tissue components or by vascular engorgement. Various etiologies can cause splenomegaly. The spleen is rarely the primary site of a disease. Splenomegaly is classified according to the length palpable below the costal margin as mild: <3 cm, moderate: 4-7 cm & massive: >7 cm. Severe/massive splenomegaly doesn't commonly occur in first 5 years of age, occurs after 5 years of age. So, clinical examination of every child is important to diagnose splenomegaly at early stages. Only in the age group of 1 to 5 years females predominated as compared to males. In present study there is obvious male predominance as male: female ratio is 1.8:1. This difference could be due to more priority to male child to seeking medical care with such chronic illness.Present study also suggested that severe/massive splenomegaly doesn't commonly occur in first 5 years of age, occurs after 5 years of age. So, clinical examination of every child is important to diagnose splenomegaly at early stages.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".