The Influence of Pain: Quality of Life after <i>Pectus excavatum</i> Correction
Bibliographic record
Abstract
Introduction: The main indication for surgery of thoracic wall deformities (TWD) is psychological due to cosmetic complaints. The assumption is that appearances have a negative effect on self-esteem and quality of life (QoL). Correction should result in improvement. Methods: Prospective trial. QoL was assessed using the CHQ and the WHOQOL-bref. Measurements were taken before surgery (T1) and 6 weeks thereafter (T2). Results: Forty-two patients were included. WHOQOL-bref showed differences between pre-operative and six weeks past surgery on facet body image (p = 0.003). Self-esteem (CHQ) did not show a significant improvement at T2. Concerning the scores on the single step questionnaire (SSQ), 33 patients were “very” to “extremely satisfied” with appearance and increased self-esteem (p < 0.001). Concerning the domain “pain and physical complaints”, CHQ did show a significant change (p < 0.001) with more complaints at T2. Conclusion: Six weeks after surgical correction of a TWD satisfaction with the “new” chest is good; pain seems to be a problem with possible negative influence on self-esteem.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 |
| 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".