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Record W4399740090 · doi:10.53555/jptcp.v31i3.5148

THE BARRIER TO PEDIATRIC PATIENTS' COLONOSCOPY PREPARATION REGIMEN AT THE TERTIARY CARE CENTER

2024· article· en· W4399740090 on OpenAlexaboutno aff
Muhammad Sajid, Amna Awan, Asia Riaz, Muhammad Sarfraz, Hadeeba Arfan, Illahay Jalali

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Screening and Detection
Canadian institutionsnot available
Fundersnot available
KeywordsTertiary careColonoscopyCenter (category theory)MedicineRegimenGeneral surgeryIntensive care medicineInternal medicineColorectal cancerChemistryCancer

Abstract

fetched live from OpenAlex

Colonoscopy is essential for identifying gastrointestinal disorders in children and adolescents. In individuals with colonic polyps or lower gastrointestinal tract hemorrhage, colonoscopy is an important procedure. Traditional bowel preparation for children undergoing colonoscopy includes a clear liquid diet for 2–3 days, laxatives, and multiple enemas the night before and morning of the procedure. Bowel preparation with balanced lavage solutions is safe and effective in children but rare in adults. For best visualization, colonoscopy, radiography, and colorectal surgery need a clean luminal environment. Small intestine sodium absorption is considerably reduced by sodium sulfate preparations without chloride, the anion essential for active absorption against electrochemical gradient.Currently, a number of bowel preparations are commonly used for pediatric colonoscopies; nevertheless, none of them comply with all of the prerequisites.A cross sectional research conducted. It investigated impediments to colonoscopy preparation among patients of Children Medical Center in Tehran. The participants were studied as adequatebowel preparation andinadequate bowel preparation measured by Ottawa bowel preparation scale. Demographic and indicators analysis was drawn between these bowel preparations to infer any association between them.On analysis, 62(82%) patients had adequate bowel preparation than 14(18%) patients who had inadequate bowel preparation. There was insignificant relationship between age, gender, medication before colonoscopy(p-value<0.05). To conclude it was found that all probiotics and medications before colonoscopy for bowel preparation showed important role. Although there is not any relation between meal precautions, age, gender and bowel preparation before colonoscopy.

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)0.003
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 score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.006
GPT teacher head0.271
Teacher spread0.266 · 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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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