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Record W3193860912 · doi:10.1101/2021.08.19.21262269

Childhood malnutrition and bacteraemia at a tertiary hospital in Malawi

2021· preprint· en· W3193860912 on OpenAlexaff
Victoria Mukhula, Philliness Prisca Harawa, Chisomo Phiri, Stanley Khoswe, Jessica Chaziya, Emmie Mbale, Caroline Tigoi, Pui‐Ying Iroh Tam, Robert Bandsma, Wieger Voskuijl

Bibliographic record

VenuemedRxiv · 2021
Typepreprint
Languageen
FieldNursing
TopicChild Nutrition and Water Access
Canadian institutionsUniversity of Toronto
FundersWellcome TrustBill and Melinda Gates Foundation
KeywordsMedicineMalnutritionVomitingPediatricsAntibiotic resistanceBlood cultureSevere Acute MalnutritionAntibioticsGentamicinInternal medicineMicrobiology

Abstract

fetched live from OpenAlex

Abstract Background Malnutrition increases risk of acquiring infections but clinical characteristics and hospital outcomes among children in low resource settings with high rates of antimicrobial resistance have not been clearly described. Aim Our main aim was to ascertain prevalence of bacteraemia in hospitalised children at Queen Elizabeth Central Hospital, Malawi. Methods We conducted a secondary analysis of a prospective study of children who had a blood culture collected during hospitalisation. Results Out of 175 children who had blood cultures collected during hospitalisation, 75 had severe acute malnutrition (SAM), 31 moderate acute malnutrition (MAM), and 69 no acute malnutrition (NAM). Twelve (7%) had bacteraemia (8 SAM, 1 MAM, 3 NAM) and seventeen (10%) died (14 SAM, 2 MAM, 1 NAM). Fever, vomiting and convulsions were least common in SAM (69%, 37%, 1%) compared to MAM (90%, 81%, 10%) and NAM (99%, 46%, 29%; p<0.001) children. Mortality was significantly higher in those with than without bacteraemia (33% vs 8%, p=0.004). Most common isolates were Salmonella Typhimurium (31%) and Escherichia coli (23%). High rates of bacterial resistance were noted to gentamicin (58%), a first-line antibiotic, and ceftriaxone (33%), a second-line antibiotic. Conclusions Mortality and bacteraemia rates are highest in hospitalised children with SAM. Despite this, SAM children do not present with typical clinical features, including fever, vomiting and convulsions. Given the high rate of antimicrobial resistance in this setting, a high index of infection clinical suspicion, awareness of local susceptibility patterns and evidence-based antibiotic guidelines are needed to optimise clinical care and antimicrobial stewardship. Lay Summary Malnutrition increases the risk of having an infection but symptoms and hospital outcomes among children with malnutrition, in countries like Malawi with high rates of antimicrobial resistance, have not been clearly described. This study describes a study of children who had a blood culture collected during admission to Queen Elizabeth Central Hospital, Malawi. Of 175 children who had blood cultures collected, 12 (7%) had a bacteria found (‘bactaeriemia’) and 17 (10%) died. Fever, vomiting and convulsions were significantly less common in severe malnutrition compared to children with moderate malnutrition and those with no malnutrition. Mortality was significantly higher in those with bacteraemia than without. High rates of bacterial resistance were noted to first- and second-line antibiotics. Mortality and bacteraemia rates are highest in hospitalised children with SAM even though they do not present with typical features of bacteraemia.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.043
Threshold uncertainty score0.085

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.009
GPT teacher head0.240
Teacher spread0.231 · 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
Published2021
Admission routes1
Has abstractyes

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