MétaCan
Menu
Back to cohort
Record W2063921121 · doi:10.1177/0885066610392530

Central Venous Line Thromboprophylaxis

2011· editorial· en· W2063921121 on OpenAlexaff
M. Patricia Massicotte, Adrienne G. Randolph, Mary Bauman

Bibliographic record

VenueJournal of Intensive Care Medicine · 2011
Typeeditorial
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsStollery Children's HospitalUniversity of Alberta
Fundersnot available
KeywordsMedicineIntensive care medicinePsychological interventionClinical trialHealth careHarmClinical PracticeNursing

Abstract

fetched live from OpenAlex

As health care providers, our directive when caring for patients is to ‘‘do no harm,’’ with hope of providing benefit. In the absence of clinical trials establishing the safety and efficacy of therapeutic interventions, we are forced to turn to personal or overall clinical ‘‘experience’’ to provide patient care. Preventative clinical practices based on ‘‘experience’’ have been described as ‘‘arrogant,’’ with many resulting in catastrophic outcomes. Examples include the use of oxygen in premature infants to maintain blood saturations close to those of healthy full-term infants with resulting retrolental fibroplasia or the recommendation to place infants prone for sleeping, which has subsequently been demonstrated to be associated with sudden infant death syndrome (SIDS). These and other clinical catastrophes have provoked a shift in health care, both in clinical practice and in resource allocation, to provide ‘‘evidence-based’ care to patients with clinical trials providing safety and efficacy determinations of the clinical practice in question. The clinical practice of placing central venous catheters (CVC) in critically ill infants and children is required to administer life-saving therapies, yet results in thrombosis in up to 50% 5 of children. Health providers know that the consequences of CVC-related thrombosis can be devastating, including mortality (3%), morbidity (20% of recurrence and post thrombotic syndrome [PTS]) and loss of vasculature necessary to support a child through organ transplantation or future surgical interventions. Consequently, in an effort to prevent this problem, many health providers, 45% of those who responded to this survey, have hypothesized that the use of heparin is beneficial without causing harm. A meta-analysis of studies in adults have shown some benefit for use of anticoagulants to prevent CVC-related thrombosis. However, the use of unfractionated heparin (UFH) is associated with serious adverse events; most commonly hemorrhage, demonstrated to be 20% in a critical care population, and infrequently, heparininduced thrombocytopenia (HIT). The safety and efficacy of thromboprophylaxis of CVCs in children using radiographically confirmed thrombosis as an outcome has not been studied in properly designed clinical studies. Studies have demonstrated that line patency is preserved with heparin, but these studies used patency as a surrogate for thrombosis. In addition, CVC-related thrombosis has been demonstrated to occur in the presence of line patency. Using thrombosis as the endpoint, the use of a vitamin K antagonist (warfarin) for CVC thromboprophylaxis in a randomized clinical trial in children with acute lymphoblastic leukemia was not demonstrated to be efficacious. The absence of safety and efficacy data for thromboprophylaxis of CVCs is reflected in the American College of Chest Physicians (ACCP) recommendation to not use thromboprophylaxis. Clarke et al have recognized the absence of safety and efficacy data for the use of UFH for CVC thromboprophylaxis and have taken the first step in the process toward completion of well-designed studies. The survey was developed by the authors’ in an attempt to determine current clinical practice in PICUs in the United States. The response rate using a Web-based reply was 26.9%, and of the 96 respondents (1 response allowed per centre), 45% reported using a low-dose heparin infusion (5-10 m/kg/h) for CVC thromboprophylaxis. The most common indications for CVC prophylaxis cited were the child’s underlying health condition, 62%, and the preference of the attending critical care physician, 42%. Health providers who administered thromboprophylaxis acknowledged the potential occurrence of heparin-associated adverse events, but their ‘‘experience’’ indicated that events were rare and that the incidence of CVC-related thrombosis was possibly decreased with heparin thromboprophylaxis. This clinical ‘‘experience’’ prompted these health providers to administer a low-dose heparin infusion. The results of this survey should be interpreted with caution due to the low response rate. The authors point out the

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.076

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0230.004

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 head0.298
Teacher spread0.278 · 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 designNot applicable
Domainnot available
GenreEditorial

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

Citations2
Published2011
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Intensive Care MedicineSame topicVenous Thromboembolism Diagnosis and ManagementFrench-language works237,207