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Record W4405310568 · doi:10.1016/j.ijoa.2024.104312

Quality of recovery after cesarean delivery in patients with Class III obesity: a prospective observational cohort study

2024· article· en· W4405310568 on OpenAlexafffund
Justin Ching-Johnson, Philip M. Jones, Sudha Singh, Yahui Tammy Symons, Barbra de Vrijer, Pervez Sultan, Brendan Carvalho, Ilana Sebbag

Bibliographic record

VenueInternational Journal of Obstetric Anesthesia · 2024
Typearticle
Languageen
FieldMedicine
TopicEnhanced Recovery After Surgery
Canadian institutionsUniversity of British ColumbiaWestern University
FundersAcademic Medical Organization of Southwestern Ontario
KeywordsMedicineObservational studyProspective cohort studyCesarean deliveryCohort studyObesityCohortObstetricsPregnancyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: With obesity, the post-operative period is characterized by an increased and prolonged inflammatory response. This study evaluated the impact of obesity on postpartum recovery after elective cesarean delivery, using the Obstetric Quality of Recovery Score-10 (ObsQoR-10). METHODS: A prospective observational cohort study was conducted with 127 patients divided into two groups: Control (BMI <30) and High BMI (BMI >40 kg/m²). All patients received standardized care, including spinal anesthesia and multimodal analgesia. The primary outcome was the difference in ObsQoR-10 scores between the two groups 24 hours after surgery. Secondary outcomes included pain scores, total opioid consumption, incidence of adverse events, time to first mobilization, length of hospital stay, breastfeeding rates, and readmission rates. RESULTS: Median (interquartile range) ObsQoR-10 scores at 24 hours were 83 (73.5-90.5) versus 82 (70-90) for the control group and the High BMI group, respectively. There were no significant differences in median 24-hour opioid consumption (0, 0 to 10, P=.078) between groups and in the median Numeric Rating Score for pain at 24 hours (0, -1 to 1) at rest (P=0.97) and on movement (P=0.78). There were no differences in length of stay or hospital readmission rates, however patients in the obesity group tended to breastfeed less and mobilize earlier than patients in the control group. CONCLUSION: This study suggests minimal differences in the quality of recovery between the two groups. Future studies should examine recovery in patients with BMI >50, beyond 24 hours, and post-discharge.

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)0.001
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 score0.014
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.276
Teacher spread0.259 · 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

Citations4
Published2024
Admission routes2
Has abstractno

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