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Record W4399157470 · doi:10.33140/jpnb.08.03.04

Risk Factors and Clinical Features of Septic Arthritis in Children: a Systematic Review and Meta-Analysis

2023· review· en· W4399157470 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Pediatrics & Neonatal Biology · 2023
Typereview
Languageen
FieldMedicine
TopicOrthopedic Infections and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineSeptic arthritisMeta-analysisOdds ratioInternal medicineCochrane LibraryArthritisConfidence intervalRelative riskProspective cohort studyCohort studySurgery

Abstract

fetched live from OpenAlex

Background: Septic arthritis is a bacterial infection of the joint space that can cause permanent disability or death in children if not treated promptly. We conducted a systematic review and meta-analysis of studies published from 1980 to December 2022 to synthesize the evidence on risk factors and clinical features of septic arthritis in children. Methods: We searched PubMed, Embase, and Cochrane Library databases using the terms “septic arthritis”, “children”, “risk factors”, and “clinical features”. We included prospective cohort studies or randomized trials that reported on these outcomes. We assessed the quality of the included studies using the Cochrane risk of bias tool or the Newcastle-Ottawa scale. We pooled the results using random-effects models and calculated odds ratios (ORs) or mean differences (MDs) with 95% confidence intervals (CIs). Results: We included 42 studies with a total of 6,120 children. Risk factors for septic arthritis included age younger than 3 years (OR 2.54, 95% CI 1.87-3.46), male sex (OR 1.32, 95% CI 1.14-1.53), previous joint problems or surgery (OR 2.19, 95% CI 1.50-3.20), immunodeficiency (OR 2.76, 95% CI 1.86-4.10), and recent infection or injury (OR 2.45, 95% CI 1.72- 3.49). Clinical features varied but commonly included fever (OR 5.67, 95% CI 3.66-8.79), joint pain (OR 9.23, 95% CI 5.97-14.28), swelling (OR 8.41, 95% CI 5.44-13.01), and reduced movement (OR 10.12, 95% CI 6.55-15.65). The knee was the most frequently affected joint (40%), followed by the hip (28%) and ankle (11%). Staphylococcus aureus was the most common cause of infection (40%), followed by Streptococcus pyogenes (12%) and Kingella kingae (11%). Conclusions: This review provides a comprehensive summary of risk factors and clinical features of septic arthritis in children, which can facilitate early diagnosis and treatment to prevent joint damage and systemic complications.

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 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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.693
Threshold uncertainty score0.787

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0110.003
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.050
GPT teacher head0.389
Teacher spread0.339 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreReview

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

Citations0
Published2023
Admission routes1
Has abstractyes

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