MétaCan
← all works

Venous thromboembolism

2021· review· en· 708 citations· W4210745803 on OpenAlex· 10.1016/s0140-6736(20)32658-1

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
Scholarly communicationMeta-analysisNot applicable
Classifier consensus
Not applicable
Teacher imitation scores

Codex

Not applicable0.716
Other design0.482
Meta-epidemiology (broad)0.308
Meta-analysis0.059
Scholarly communication0.048
Systematic review0.038
Open science0.022
Theoretical or conceptual0.006
Observational0.001
Bibliometrics0.000
Case report0.000
Meta-epidemiology (narrow)0.000
Science and technology studies0.000
Non-randomized trial0.000
Qualitative0.000
Research integrity0.000
Metaresearch0.000
Simulation or modelling0.000
Randomized trial0.000
Bench or experimental0.000

Gemma

Not applicable0.996
Meta-analysis0.169
Observational0.011
Systematic review0.007
Theoretical or conceptual0.001
Metaresearch0.001
Bibliometrics0.000
Open science0.000
Case report0.000
Meta-epidemiology (broad)0.000
Research integrity0.000
Science and technology studies0.000
Scholarly communication0.000
Meta-epidemiology (narrow)0.000
Qualitative0.000
Randomized trial0.000
Non-randomized trial0.000
Simulation or modelling0.000
Bench or experimental0.000

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.110
GPT teacher head0.382
Teacher spread
0.272 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Venous thromboembolism, comprising both deep vein thrombosis and pulmonary embolism, is a chronic illness that affects nearly 10 million people every year worldwide. Strong provoking risk factors for venous thromboembolism include major surgery and active cancer, but most events are unprovoked. Diagnosis requires a sequential work-up that combines assessment of clinical pretest probability for venous thromboembolism using a clinical score (eg, Wells score), D-dimer testing, and imaging. Venous t…

Retrieved from PubMed through NCBI EFetch. Structured section labels are preserved.