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Routine Surveillance for Bloodstream Infections in a Pediatric Hematopoietic Stem Cell Transplant (HSCT) Cohort: Do Patients Benefit?.

2006· article· en· W2607437673 on OpenAlexaffabout
Conrad V. Fernandez, Heather Rigby, Joanne M. Langley, Timothy Mailman, Bruce Crooks, Ann Higgins

Bibliographic record

VenueBlood · 2006
Typearticle
Languageen
FieldMedicine
TopicNeutropenia and Cancer Infections
Canadian institutionsIzaak Walton Killam Health CentreDalhousie University
Fundersnot available
KeywordsMedicinePediatricsPopulationCohortPsychological interventionInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background: HSCT recipients are at high risk of late bloodstream infection (BSI). Controversy exists regarding the benefit of surveillance blood cultures in this immunosuppressed population. Despite the common use of this practice, its practical value is not well established in non-neutropenic children following HSCT. Methods: At the IWK Health Centre, a tertiary health care center serving 2.5 million in the three Maritime provinces of Canada, weekly surveillance blood cultures from central venous access lines (CVLs) are drawn from children following HSCT until CVL removal. We reviewed data from a prospectively collected CVL database in association with a health record review to determine the utility and cost of this practice. Eligible participants were non-neutropenic pediatric HSCT recipients with CVLs followed at the IWK between 1999 and 2005. Patients routinely received PCP and penicillin prophylaxis. Cultures were considered to be for surveillance if the child was afebrile without focus of infection. The cost of laboratory investigations, nursing time, hospital stay, and interventions for positive surveillance cultures was calculated. Results: 43 HSCTs were performed in 41 patients of whom 21 were male (49%). The median age was 7 years (range 1–18). Donors were related in 15 cases (35%), unrelated in 18 (42%) and autologous in 10 cases (23%). The most common underlying illness leading to HSCT was leukemia (19/41; 46%) followed by solid tumour (7; 17%), inborn errors of metabolism and Fanconi Anemia (4 each; 10%) and other (4;10%). The median length of study eligibility, defined as the point at which the patient returned to the IWK from the transplant centre until the time of central line removal, was 70 days (range 7–176). There were 316 patient contacts for surveillance cultures (mean 7 per transplant) and 577 central line lumens sampled. Three patients had potentially clinically significant surveillance blood cultures that were positive (3/43; 7%). The bacteria isolated were Klebsiella pneumoniae (n=2) and Corynebacterium jeikium (n=1). Repeat cultures were done prior to initiation of antimicrobial therapy and all were sterile. Patients were admitted for antimicrobial therapy if they were not already hospitalized for HSCT care. Median hospitalization for treatment of the positive culture was 5 days. All three patients had an uncomplicated course. The estimated total cost of BSI surveillance and treatment of asymptomatic infection over 6 years was $27,989. Conclusion: This study suggests that BSI surveillance in children post engraftment has a very low yield and significant cost. It is unclear that it contributes to improved patient outcomes.

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)0.005
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 score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.005
GPT teacher head0.213
Teacher spread0.208 · 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".

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Citations0
Published2006
Admission routes2
Has abstractyes

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