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Record W3215696726 · doi:10.5114/aoms/144091

Effects and safety of intraoperative intermittent pneumatic compression for preventing postoperative venous thromboembolism: a meta-analysis

2021· article· en· W3215696726 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueArchives of Medical Science · 2021
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCochrane LibraryRandomized controlled trialMeta-analysisIncidence (geometry)MEDLINERetrospective cohort studyCohort studySample size determinationVenous thrombosisThrombosisSurgeryInternal medicine

Abstract

fetched live from OpenAlex

Introduction Intermittent pneumatic compression (IPC) has been used for venous thrombosis (VTE) prevention. It’s necessary to evaluate the effects and safety of intraoperative use of IPC devices in the prevention of VTE in surgical patients. Material and methods Two authors independently searched the PubMed, Cochrane Library, MedLine, EMbase, China national knowledge infrastructure (CNKI), Wanfang databases for randomized controlled trials (RCTs) and cohort studies on the use of IPC in surgical patients up to June 10, 2021. The Cochrane Collaborations risk of bias tool and Newcastle-Ottawa Scale (NOS) were used for quality assessment. RevMan 5.3 software were used for statistical analyses. Results A total of 13 studies including seven RCTs and six retrospective cohort studies involving 6673 surgical patients were included, 1883 patients underwent IPC intervention. The synthesized RCT results indicated that IPC was beneficial to the reduce the incidence of DVT (RR0.30, 95%CI0.22~0.40, P<0.001) and VTE (RR0.51, 95%CI0.27~0.95, P=0.03). The synthesized results from retrospective cohort studies indicated that IPC is beneficial to the reduce the incidence of DVT (RR0.63, 95%CI0.42~0.96, P=0.03) and PE (RR0.34, 95%CI0.16~0.72, P=0.005). No significant publication biases were found for all synthesized outcomes (all p>0.05). Conclusions IPC seems to be safe and effective in the prevention and management of intraoperative VTE. Limited by sample size, this conclusion still needs to be further confirmed by large-sample, multi-center, high-quality clinical studies.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.448
Threshold uncertainty score0.377

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.033
GPT teacher head0.339
Teacher spread0.306 · 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