MétaCan
Menu
Back to cohort

The Art and Craft of Reoperative Abdominal Surgery after Prior Trauma or Acute Care Surgery Operation

2020· review· en· W3049640963 on OpenAlexaff
Chad G. Ball, David V. Feliciano

Bibliographic record

VenueJournal of the American College of Surgeons · 2020
Typereview
Languageen
FieldMedicine
TopicEnhanced Recovery After Surgery
Canadian institutionsFoothills Medical CentreUniversity of Calgary
Fundersnot available
KeywordsMedicineSurgeryGeneral surgeryAbdominal traumaAbdominal surgeryAbdominal wallBlunt

Abstract

fetched live from OpenAlex

BACKGROUND: Reoperative abdominal surgery is one of the most challenging endeavors that general surgeons face. The aim of this narrative review is to offer a detailed and nuanced discussion of preoperative patient and surgeon preparation and intraoperative surgical technique. STUDY DESIGN: The topics discussed in this review are based on both the current literature and the experiences of the authors with complex reoperations in general, trauma, acute care, and hepatopancreatobiliary surgery. RESULTS: Ten essential steps for reoperative abdominal surgery include the following: 1. Review all previous operative notes and discharge summaries; 2. Review all prior outside and current in-house imaging; 3. Assess the patient's overall health status, reverse nutritional deficits, and explain risks of reoperation to the patient and family; 4. Refer the patient to a plastic surgeon when future skin coverage of a prosthesis in the abdominal wall may be needed; 5. Do a bowel preparation preoperatively; 6. Use selected Enhanced Recovery After Surgery protocols; 7. Operative technique matters; 8. Restoring gastrointestinal continuity simultaneously with abdominal wall reconstruction is not recommended; 9. Technical tips for complex reoperations; and 10. Plan well for the day of the operation. CONCLUSIONS: Successful reoperative abdominal surgery in the most complex patients after previous trauma or acute care laparotomies demands adequate preoperative patient preparation, a clear-cut plan for operation, superb intraoperative technique, and solid decision-making; ie an unwavering commitment to making the patient whole again.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.021
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.021
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.005
Scholarly communication0.0040.005
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.024
GPT teacher head0.306
Teacher spread0.281 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations2
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American College of SurgeonsSame topicEnhanced Recovery After SurgeryFrench-language works237,207