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Record W1939022138 · doi:10.1093/pch/6.2.69

Dehydration secondary to gastroenteritis

2001· article· en· W1939022138 on OpenAlexaffabout
James R. Ketudat Cairns

Bibliographic record

VenuePaediatrics & Child Health · 2001
Typearticle
Languageen
FieldMedicine
TopicViral gastroenteritis research and epidemiology
Canadian institutionsOffice of the Chief Medical Examiner
Fundersnot available
KeywordsDehydrationMedicinePediatricsChemistry

Abstract

fetched live from OpenAlex

An 18-month-old child presented at a community hospital emergency room at 18:00 with a history of “vomiting and diarrhea all day”. No attempt was made to quantify or semiquantify the number of stools or vomiting episodes, and there is no record regarding the passage of urine. The child's weight was 9 kg and body temperature 37.7°C, but the pulse, blood pressure and respiratory rate were not recorded. The child was given 12.5 mg of Gravol (CarterHorner, Canada) intramuscularly and sent home on oral Gravol (2.5 cc every 4 h for two doses). At the inquest, the mother recalled that she was told only “to give clear fluids”. The physician involved stated that he “gave an order for fluids to be given over the next day”. He was unable to recall which fluids and had made no notation in this regard. The child returned to the emergency room 25 h after discharge. The triage nurse noted that his “lips were blue and eyes sunken”. His temperature was 38.4°C and, once again, no other vital signs were recorded. A physician assessed the child 30 min later and, confirming the nurses observation, ordered an immediate complete blood cell count and electrolytes to be drawn. While this was being attempted 50 min after presentation, the child arrested. Attempts at starting an intravenous infusion were unsuccessful, and an intraosseous line was not established until 10 min after the child arrested. An autopsy determined the cause of death to be dehydration secondary to gastroenteritis. The Pediatric Death Review Committee of Ontario made the following recommendations. A full set of vital signs is crucial in the assessment of a child who is potentially dehydrated. If vital signs have not been recorded by the nursing staff, the physician has a responsibility to ensure that vital signs are taken and recorded. Oral rehydration therapy (ORT) was probably the appropriate response during the child's first presentation at the hospital. Printed handouts for parents about oral rehydration are far more effective than verbal advice. Furthermore, it is easier to note that “ORT handout given” than it is to note the verbal advice that may have been provided. The child was clearly in shock during the second presentation, at which point immediate volume expansion with normal saline or Ringer lactate should have taken priority over laboratory investigations. Oxygen administration would have been valuable. These may appear to be simple, basic and unnecessary recommendations; however, Ontario's Pediatric Death Review Committee continues to review the deaths of children from dehydration in urban Canada in the 21st century. Paediatricians have an obligation to educate their family physician and emergency medicine colleagues in the ABC's of the management of gastroenteritis.

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)0.002
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: Review · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.321
Teacher spread0.301 · 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
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
Published2001
Admission routes2
Has abstractyes

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