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Record W3163094240 · doi:10.1159/000515959

Early Laparoscopic Ileal Resection for Localized Ileocecal Crohn’s Disease: Hard Sell or a Revolutionary New Norm?

2021· review· en· W3163094240 on OpenAlexaff
Beatriz Yuki Maruyama, Christopher Ma, Remo Panaccione, Paulo Gustavo Kotze

Bibliographic record

VenueInflammatory Intestinal Diseases · 2021
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineDiseaseCrohn's diseaseIntervention (counseling)SurgeryIntensive care medicineStoma (medicine)General surgeryInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Despite reductions in surgical rates that have been observed with earlier use of biological therapy, surgery still constitutes an important tool in the therapeutic armamentarium in Crohn's disease (CD), particularly in patients with stenotic and penetrating phenotypes. In these scenarios, early surgical intervention is recommended, as bowel damage is present and irreversible, leading to lower efficacy with biologics. SUMMARY: The concept of early surgery in CD supposes the possible advantages of better surgical outcomes in luminal CD after initial resection. Optimal timing of surgical intervention is associated with better postoperative outcomes, whilst delays can lead to more technically difficult and extensive procedures, which may result in an increase in postoperative complication rates and higher rates of stoma formation. Furthermore, data from the LIR!C trial have demonstrated that early surgery in luminal localized inflammatory ileocecal CD is an adequate alternative to medical therapy, with lower societal costs in the long term. In this review, we discuss the position of early resection in ileocecal CD by critically reviewing available data, describing the ideal patients to be considered for early surgery, and weighing the potential advantages and disadvantages of an early surgery paradigm. KEY MESSAGES: While early surgery may not be the right choice for every patient, the ultimate decision regarding whether surgical or medical therapy should come first in the treatment paradigm must be individualized for each patient based on the disease characteristics, phenotype, risk factors, and personal preference. This highlights the importance of the multidisciplinary team, which remains a key pillar in deciding the overall management plan for patients with CD.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.002
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.033
GPT teacher head0.315
Teacher spread0.282 · 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

Citations25
Published2021
Admission routes1
Has abstractyes

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