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Record W4400872000 · doi:10.1055/s-0044-1788253

Clinical and Radiologic Outcomes after Cryoablation of Desmoid Tumors

2024· article· en· W4400872000 on OpenAlexaff
Brad Bergin, Lucas Killian Newman, Stefan Przybojewski

Bibliographic record

VenueJournal of Clinical Interventional Radiology ISVIR · 2024
Typearticle
Languageen
FieldMedicine
TopicSoft tissue tumor case studies
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsCryoablationMedicineLikert scaleRadiological weaponRadiologyIntervention (counseling)AblationPhysical therapyInternal medicinePsychology

Abstract

fetched live from OpenAlex

Abstract Purpose This study aims to evaluate the impact of cryoablation on patients with desmoid tumors, considering both pain and functional impairment. Cryoablation has emerged as a promising intervention, primarily recognized for its ability to reduce radiological evidence of the neoplasm. However, the focus of this research is on assessing the clinical outcomes, recognizing the importance of improving patient-reported symptoms as additional evidence is required in this area to strengthen previous findings. Methods A retrospective study of 18 patients treated with cryoablation for desmoid tumors were included in this study. The evaluation of clinical status involved structured interviews to capture changes in pain and functional impairment. Pain scores and functional impairment scores were recorded on a 10-point Likert scale before and after the treatment. The correlation between these clinical findings and imaging was a key aspect of the investigation. Results Following cryoablation treatment, the average pain scores exhibited a notable decrease of 4.75 points on the 10-point Likert scale. Similarly, functional impairment scores demonstrated a significant average decrease of 4.0 points. Additionally, there was an overall decrease in viable tumor volume after ablation, correlating with the above findings. Conclusion This study provides evidence that cryoablation is effective in achieving clinically significant improvement in patients with desmoid tumors. While the reduction in radiological evidence is recognized, the emphasis of this study was on patient-reported outcomes, particularly in pain and functional impairment. These findings underscore that cryoablation is a valuable intervention in the comprehensive management of desmoid tumors improving overall quality of life.

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 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)0.005
metaresearch head score (Gemma)0.007
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 score0.016
Threshold uncertainty score0.803

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.092
GPT teacher head0.473
Teacher spread0.381 · 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 teacher head, 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

Citations1
Published2024
Admission routes1
Has abstractyes

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