MétaCan
Menu
Back to cohort
Record W4210804458 · doi:10.1111/pan.14407

Validation of the parent's postoperative pain measure with an age‐appropriate reference pain scale for children 2–12 years old during a 14‐day recovery after tonsillectomy: A prospective cohort study

2022· article· en· W4210804458 on OpenAlexaff
Annick Bérard‐Giasson, Karen A. Brown, Ramanakumar V. Agnihotram, Chantal Frigon

Bibliographic record

VenuePediatric Anesthesia · 2022
Typearticle
Languageen
FieldMedicine
TopicPediatric Pain Management Techniques
Canadian institutionsMcGill University Health CentreMcGill UniversityMontreal Children's Hospital
Fundersnot available
KeywordsFLACC scaleMedicineCryingTonsillectomyPain scaleProspective cohort studyPhysical therapyCronbach's alphaPediatricsAnesthesiaPostoperative painPsychometricsSurgeryPsychiatry

Abstract

fetched live from OpenAlex

BACKGROUND: Adenotonsillectomy is associated with severe postoperative pain. The parent's postoperative pain measure (PPPM), a 15-item instrument to measure a child's pain at home, has been validated with a seven-point faces scale in children 7-12 years and with the parents' global report of pain in children 2-6 years. AIMS: Our primary objective was to validate the PPPM with a recommended age-appropriate pain scale in children 2-12 years after adenotonsillectomy. Our secondary objective was to reduce the PPPM components and validate this reduced PPPM. METHODS: We recruited 319 children out of the 563 adenotonsillectomies performed between December 19, 2017, and December 18, 2018. Parents recorded administration of analgesics and their child's pain scores twice daily for 14 days: PPPM for all children and either the face, legs, arms, crying, consolability (FLACC) pain scale for children 2-3 years or the faces pain scale-revised (FPS-R) for children 4-12 years. In addition, parents recorded analgesics. RESULTS: Among the 354 eligible children, 9% of parents declined. 252 (79%) families submitted pain diaries. The median age was 2.9 [2.5-3.3] years for FLACC (n = 114) and 5.6 [4.5-7.2] years for FPS-R (n = 138). Across the 14-day recovery period, Cronbach's alpha for PPPM was 0.77 to 0.87. Generalized linear mixed models evaluated the association between PPPM and reference pain scales after adjustment for potential confounders. Time of day and postoperative days were included as predictors in the models. PPPM was strongly associated with FLACC and FPS-R (beta coefficient = 0.4; p < 0.0001). The association decreased over time, and the reduction was more significant for FPS-R than FLACC (beta coefficient = -0.13 vs. -0.04, respectively; p < 0.0001). There was a positive association between PPPM and the use of analgesics. A reduction analysis eliminated items from the original PPPM: four for FLACC and five for FPS-R, suggesting age-related differences. The reduced PPPM instruments achieved similar associations with their respective reference pain scales (beta coefficient = 0.5; p < 0.0001). CONCLUSIONS: This study extends previous work by validating the PPPM in children as young as 2 years with a recommended age-appropriate pain scale over 14-day convalescence after adenotonsillectomy. The reduced PPPM instruments differed in the two age groups. Future studies might explore these age-appropriate reduced PPPM instruments to assess pain at home following adenotonsillectomy.

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)0.004
metaresearch head score (Gemma)0.007
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 score0.007
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.009
GPT teacher head0.229
Teacher spread0.219 · 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

Citations10
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuePediatric AnesthesiaSame topicPediatric Pain Management TechniquesFrench-language works237,207