MétaCan
Menu
Back to cohort
Record W3160944803 · doi:10.1097/bpo.0000000000001850

Variability in Postoperative Immobilization and Rehabilitation Following Reconstructive Hip Surgery in Nonambulatory Children With Cerebral Palsy

2021· article· en· W3160944803 on OpenAlexaff
Stacey Miller, Maria Juricic, Nandy Fajardo, Judy So, Benjamin J. Shore, Unni Narayanan, Kishore Mulpuri

Bibliographic record

VenueJournal of Pediatric Orthopaedics · 2021
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsInstitute for Clinical Evaluative SciencesBC Children's HospitalUniversity of TorontoSickKids FoundationHolland Bloorview Kids Rehabilitation HospitalUniversity of British ColumbiaHospital for Sick Children
Fundersnot available
KeywordsMedicineCerebral palsyRehabilitationWeight-bearingOrthopedic surgeryRange of motionSurgeryPhysical therapyGross Motor Function Classification System

Abstract

fetched live from OpenAlex

BACKGROUND: Despite being a common procedure, there are no standard protocols for postoperative immobilization and rehabilitation following reconstructive hip surgery in children with cerebral palsy (CP). The purpose of this study was to investigate variability in postoperative management and physical therapy (PT) recommendations among orthopaedic surgeons treating hip displacement in children with CP. METHODS: An invitation to participate in an anonymous, online survey was sent to 44 pediatric orthopaedic surgeons. The case of a child undergoing bilateral femoral varus derotation osteotomies and adductor tenotomies was presented. Surgeons were asked to consider their typical practice and the case scenario when answering questions related to immobilization, weight-bearing, and rehabilitation. Recommendations with increasingly complex surgical interventions and different age or level of motor function were also assessed. RESULTS: Twenty-eight orthopaedic surgeons from 9 countries with a mean 21.3 years (range: 5 to 40 y) of experience completed the survey. Postoperative immobilization was recommended by 86% (24/28) of respondents with 7 different methods of immobilization identified. All but 1 (23/24) reported immobilizing full time. Most (20/23) reported using immobilization for 4 to 6 weeks. Return to weight-bearing varied from 0 to 6 weeks for partial weight-bearing and 0 to 12 weeks for full weight-bearing. PT in the first 1 to 2 weeks postoperatively was reported as unnecessary by 29% (8/28) of surgeons. PT for range of motion, strengthening, and return to function was recommended by 96% (27/28) of surgeons, starting at a mean of 2.6 weeks postoperatively (range: 0 to 16 wk). Only 48% (13/27) reported all of their patients would receive PT for these goals in their practice setting. Inpatient rehabilitation was available for 75% (21/28) but most surgeons (17/21) reported this was accessed by 20% or fewer of their patients. CONCLUSIONS: Postoperative immobilization and PT recommendations were highly variable among surgeons. This variability may influence surgical outcomes and complication rates and should be considered when evaluating procedures. Further study into the impact of postoperative immobilization and rehabilitation is warranted.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.506

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.008
GPT teacher head0.239
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 teacher head, 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

Citations12
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Pediatric OrthopaedicsSame topicCerebral Palsy and Movement DisordersFrench-language works237,207