Herniorrafia inguinal abierta: técnica de Shouldice
Bibliographic record
Abstract
The Shouldice technique is an anatomical tissue repair technique developed in Toronto during the 1950s[1] although it does not begin to publish results until the 1960s. It has been described by a multitude of authors[2]-[4], since it is a complex technique with a multitude of details that must be carried out systematically to obtain the desired results. \n \nThe low rate of recurrences of this technique makes it the gold standard of anatomical repair of the hernia, and has made it one of the most attractive procedures of inguinal hernia[5], [6]. The Toronto group, and the surgeons who perform it, support local anesthesia and sedation as an anesthetic option to this procedure. \n \nThe description of the technique can be divided into two main sections: dissection and repair. The knowledge of each step and each detail in the Shouldice technique is essential to achieve the excellent results published.
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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) | 0.000 | 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".