Case series of two falciform ligament incisional hernias and their laparoscopic repair
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Incisional hernias involving the falciform ligament have only been reported in two case reports in the English literature. This is the first reported case series of two falciform ligament incisional hernias. Both patients had undergone a prior cholecystectomy. Laparoscopic transabdominal pre-peritoneal repair was performed with an uneventful recovery in both patients. In the previously published reports both patients underwent an open herniorrhaphy with an underlay mesh repair. These are the first two documented laparoscopic repairs of a falciform ligament incisional hernia. The laparoscopic repair also included intra-corporeal suturing of the hernia necks with a non-absorbable suture. We extrapolated this data from the component separation technique which reconstituted the abdominal musculature in their normal anatomical position resulting in a reduced hernia recurrence rate.
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.
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 | 0.001 | 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 it