MétaCan
Menu
Back to cohort
Record W4388792741 · doi:10.1016/j.rpth.2023.102263

Management and outcomes of superficial vein thrombosis: a single-center retrospective study

2023· article· en· W4388792741 on OpenAlexafffundabout
Marie‐Eve Mathieu, Lisa Duffett, Lucia Caiano, Dimitri Scarvelis, Catherine Code, Philip Wells, Grégoire Le Gal

Bibliographic record

VenueResearch and Practice in Thrombosis and Haemostasis · 2023
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsOttawa HospitalUniversity of Ottawa
FundersUniversity of OttawaHeart and Stroke Foundation of Canada
KeywordsConcomitantAsymptomaticMedicineDeep veinThrombosisVeinSingle CenterRetrospective cohort studySurgeryInternal medicine

Abstract

fetched live from OpenAlex

Background: Guidelines suggest but cannot recommend the optimal management of superficial vein thrombosis (SVT). Objectives: To identify the prevalence of asymptomatic deep vein thrombosis (DVT) at the time of SVT diagnosis, and to report the treatment and 3-month complications of patients with only SVT more than 3 cm from deep vein junction (or unknown distance). Methods: We performed a single-center retrospective review of patients referred to the Ottawa Hospital thrombosis unit with ultrasound (US)-diagnosed SVT, and followed patients with only SVT for 3 months. Results: Three hundred sixteen patients with SVT were included. Of the 218 patients without DVT symptoms at presentation, 19 (8.7%; 95% CI, 5.7%-13.2%) were found to have asymptomatic concomitant DVT (11 proximal and 8 distal), and 45 (20.6%) had SVT within 3 cm of the saphenofemoral or saphenopopliteal junctions. Among the 192 patients diagnosed with SVT only, we observed 3-month thrombotic complications in 56 (29.2%; 95% CI, 23.2%-36.0%) patients, with a total of 69 events: 11 (5.7%) DVTs, 2 (1.0%) pulmonary embolisms, 37 (19.2%) SVT extensions, and 19 (9.8%) SVT recurrences. Eighty-two percent (9/11) of the 3-month DVT and pulmonary embolism events occurred in patients who initially received conservative management. Therapeutic treatment doses were most effective. Conclusion: At the time of SVT diagnosis, many patients had asymptomatic DVT and SVT near the deep venous system, supporting the systematic use of initial US in patients clinically diagnosed with SVT. The observed differences in 3-month complication rates, according to the treatment provided, highlight the need for large-scale randomized controlled trials to establish optimal management.

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)0.004
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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.178
GPT teacher head0.446
Teacher spread0.269 · 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

Citations7
Published2023
Admission routes3
Has abstractyes

Explore more

Same venueResearch and Practice in Thrombosis and HaemostasisSame topicVenous Thromboembolism Diagnosis and ManagementFrench-language works237,207