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Record W2789696884 · doi:10.1093/jcag/gwy009.264

A264 ADHERENCE TO ENHANCED POST-TREATMENT SURVEILLANCE IS ASSOCIATED WITH INCREASED DETECTION OF EARLY STAGE RECURRENCE AFTER RADIOFREQUENCY ABLATION BUT NOT SURGICAL MANAGEMENT OF HEPATOCELLULAR CARCINOMA

2018· article· en· W2789696884 on OpenAlexaffabout
Yin Chan, Samuel Maclennan, Lisa Douglas, Stephen E. Congly, Carla S. Coffin, Elijah Dixon, Jason Wong, Kelly W. Burak

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicHepatocellular Carcinoma Treatment and Prognosis
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineRadiofrequency ablationHepatocellular carcinomaStage (stratigraphy)Liver cancerRadiological weaponRadiologyRetrospective cohort studyAblationSurgeryInternal medicine

Abstract

fetched live from OpenAlex

Little is known about the optimal surveillance schedule after curative intent treatment of hepatocellular carcinoma (HCC). Current guidelines advocate cross-sectional imaging at 3–6 months intervals for the first 2 years, but are not backed by strong evidence of benefit. In Calgary, we perform MRI one month after radiofrequency ablation (RFA) and 3–6 months after surgery. Thereafter we alternate contrast enhanced ultrasound and MRI every 3 months for two years and then every six months for another 3 years. We conducted a retrospective study to investigate the impact of surveillance intensity on clinical outcomes following curative HCC treatment. From a combined surgery and interventional radiology database in Calgary (2012–2015), 124 unique HCC patients receiving post-treatment surveillance after successful resection (n=46) or RFA (n=78) were identified after excluding patients who received transarterial chemoembolization (TACE) (n=43), failed to achieve radiological remission (n=38) or died within three months (n=10). Baseline characteristics, imaging frequency, and clinical outcomes were collected. A surveillance rate defined as sum of actual number of images performed divided by the sum of the expected number of images in the defined surveillance period for each subject was calculated. Baseline characteristics including age, gender and liver disease were similar in both groups. The surgery group had a higher percent of Barcelona Clinic Liver Cancer (BCLC) staging 0 (p=0.00052), non-cirrhotic (p=0.0045), and first HCC (p=0.00027) then the RFA group. The two-year disease-free survival and five-year mortality rate on Kaplan-Meier analysis, as well as mean surveillance rate (89 ± 15% vs 84 ± 21%) were comparable. Interestingly, BCLC B/C recurrence (n=8) was significantly associated with a lower surveillance rate as compared to BCLC 0/A (n=32) recurrence in RFA patients (76 ± 22% vs 92 ± 14%, p=0.015), but this was not observed in the surgical cohort. Comparison of mean imaging interval (120 ± 47 days vs 82 ± 29 days, p =0.038) and time to recurrence (591 ± 245 days vs 399 ± 222 days, p=0.048) between BCLC B/C and 0/A recurrence also differed in the RFA cohort. Univariant analysis did not identify other predictors of more significant recurrence. In conclusion, high intensity post-treatment surveillance of HCC patients after locoregional therapy, but not surgical resection, appears to associated with detection of recurrence at an earlier stage. Ongoing follow-up will determine if this is associated with a survival benefit. None

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)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.019
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.020
GPT teacher head0.227
Teacher spread0.207 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2018
Admission routes2
Has abstractyes

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