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Comparative Effectiveness of Antibiotic Treatment Duration in Children With Pyelonephritis

2020· article· en· W3021678960 on OpenAlexfundno aff
Miriam T. Fox, Joe Amoah, Alice J. Hsu, Carrie Herzke, Jeffrey S. Gerber, Pranita D. Tamma

Bibliographic record

VenueJAMA Network Open · 2020
Typearticle
Languageen
FieldMedicine
TopicPediatric Urology and Nephrology Studies
Canadian institutionsnot available
FundersHamilton Health Sciences Foundation
KeywordsMedicineAntibioticsUrinary systemRetrospective cohort studyInternal medicineObservational studyPediatricsIntensive care medicine

Abstract

fetched live from OpenAlex

Importance: National guidelines recommend treating children with pyelonephritis for 7 to 14 days of antibiotic therapy, yet data are lacking to suggest a more precise treatment duration. Objective: To compare the clinical outcomes of children receiving a short-course vs a prolonged-course of antibiotic treatment for pyelonephritis. Design, Setting, and Participants: Retrospective observational study using inverse probability of treatment weighted propensity score analysis of data from 5 hospitals in Maryland between July 1, 2016, and October 1, 2018. Participants were children aged 6 months to 18 years with a urine culture growing Escherichia coli, Klebsiella species, or Proteus mirabilis with laboratory and clinical criteria for pyelonephritis. Exposures: Treatment of pyelonephritis with a short-course (6 to 9 days) vs a prolonged-course (10 or more days) of antibiotics. Main Outcomes and Measures: Composite outcome of treatment failure within 30 days of completing antibiotic therapy: (a) unanticipated emergency department or outpatient visits related to urinary tract infection symptoms, (b) hospital readmission related to UTI symptoms, (c) prolongation of the planned, initial antibiotic treatment course, or (d) death. A subsequent urinary tract infection caused by a drug-resistant bacteria within 30 days was a secondary outcome. Results: Of 791 children who met study eligibility criteria (mean [SD] age 9.2 [6.3] years; 672 [85.0%]) were girls, 297 patients (37.5%) were prescribed a short-course and 494 patients (62.5%) were prescribed a prolonged-course of antibiotics. The median duration of short-course therapy was 8 days (interquartile range, 7-8 days), and the median duration of prolonged-course therapy was 11 days (interquartile range, 11-12 days). Baseline characteristics were similar between the groups in the inverse probability of treatment weighted cohort. There were 79 children (10.1%) who experienced treatment failure. The odds of treatment failure were similar for patients prescribed a short-course vs a prolonged-course of antibiotics (11.2% vs 9.4%; odds ratio, 1.22; 95% CI, 0.75-1.98). There was no significant difference in the odds of a drug-resistant uropathogen for patients with a subsequent urinary tract infection within 30 days when prescribed a short-courses vs prolonged-course of antibiotics (40% vs 64%; odds ratio, 0.36; 95% CI, 0.09-1.43). Conclusions and Relevance: The study findings suggest that short-course antibiotic therapy may be as effective as prolonged-courses for children with pyelonephritis, and may mitigate the risk of future drug-resistant urinary tract infections. Additional studies are needed to confirm these findings.

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

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationallow
gptno category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationalmedium
models agreeAgreement compares identical category sets and study designs across arms.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.350

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.027
GPT teacher head0.290
Teacher spread0.263 · 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

Labeled directly by 2 models reading the full record.

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

Citations45
Published2020
Admission routes1
Has abstractyes

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