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Record W2149153070 · doi:10.1001/archsurg.2009.223

Laparoscopic Total Gastrectomy With D2 Lymph Node Dissection for Gastric Cancer

2009· article· en· W2149153070 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueArchives of Surgery · 2009
Typearticle
Languageen
FieldMedicine
TopicGastric Cancer Management and Outcomes
Canadian institutionsUniversity Hospital
Fundersnot available
KeywordsMedicineSurgeryDissection (medical)LaparotomyGastrectomyLymphadenectomyLymph nodeCancerBlood lossLaparoscopyLymphGeneral surgeryInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To evaluate the safety and effectiveness of laparoscopic total gastrectomy with D2 lymphadenectomy for gastric cancer. DESIGN: Review of findings from a prospectively acquired institutional database. SETTING: University hospital. PATIENTS: Fifty-five consecutive patients operated on by the same surgeon between October 1997 and March 2008. MAIN OUTCOME MEASURES: Blood loss, complication rate, and survival. RESULTS: All operations were accomplished without conversion to open laparotomy. The median operative time was 406 minutes. The median blood loss was 102 mL. A median of 46 lymph nodes were harvested. The TNM stages of the tumor were I in 17 patients (31%), II in 12 (22%), III in 16 (29%), and IV in 10 (18%). A total of 21 complications occurred in 18 patients (33%) with no postoperative mortality. At last follow-up, 44 of the 55 patients were alive without tumor recurrence and 3 with recurrence at a median follow-up of 16 months, whereas 8 had died of recurrence or another cause. CONCLUSIONS: The mortality rate of zero and acceptable morbidity of our series indicate that laparoscopic total gastrectomy with D2 lymphadenectomy is technically feasible and safe in the hands of experienced surgeons. Long-term follow-up is mandatory to validate oncologic outcome.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.104
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

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

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 head0.020
GPT teacher head0.271
Teacher spread0.251 · 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