Cytohistomorphological identification of congenital bilateral mesenchymal hamartoma of chest wall
Bibliographic record
Abstract
Cases of Congenital hamartoma of the chest wall in infants are rare and their bilateral involvement is extremely rare. An 18 month-old child presented with bilateral chest wall swellings since birth which were gradually increasing in size. The X-Ray of the chest wall revealed bilateral involvement of 1st, 2nd and 3rd ribs with involvement of extra-pleural soft tissues. The cytological diagnosis given was round cell tumor of the chest wall keeping in view the presence of round cells in a hemorrhagic background. The biopsy revealed areas showing mature cartilage, bone, fibrous tissues along with hemorrhagic cystic cavities. Basing on the biopsy report, final diagnosis of chest wall hamartoma was given. Following complete excision, the child was doing well and there was no recurrence of the lesion as observed in the follow- up sessions.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".