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Record W2947593873 · doi:10.1093/pch/pxz066.126

127 Neonatal Abstinence Syndrome: Variation and Barriers in Care in Canada

2019· article· en· W2947593873 on OpenAlexaffabout
Denisha Puvitharan, Kimberly Dow, Thierry Lacaze‐Masmonteil, Minh Tri Phan, Chantal Nelson, Julian Little, Faiza Khurshid

Bibliographic record

VenuePaediatrics & Child Health · 2019
Typearticle
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsUniversity of OttawaPublic Health Agency of CanadaUniversity of CalgaryQueen's University
Fundersnot available
KeywordsMedicineReceiptFamily medicineIrritabilityAuditPediatricsPsychiatryAnxiety

Abstract

fetched live from OpenAlex

Neonatal abstinence syndrome (NAS) is the withdrawal in newborns that presents following prenatal exposure to drugs such as opioids, benzodiazepines and SSRIs. NAS is a complex, multi-system disorder that can vary in severity. Signs range from mild tremors and irritability to the extremes of fever, seizures and excessive weight loss. With increasing diagnosis rates, the Canadian Paediatric Society (CPS) issued a practice point in 2018 to standardize management. In parallel, we carried out a survey to learn more about the state of NAS management in Canada. The survey was created with two major objectives: 1) to determine the variation in practice across Canada and 2) to gauge knowledge/perceptions around NAS care. A cross-sectional survey was conducted through the Canadian Paediatric Surveillance Program (CPSP), a network that represents over 2,700 Canadian paediatricians and paediatric subspecialists in active practice. The survey instrument was developed and distributed in early August 2018 to 2808 physicians. Respondents were given approximately 1.5 months to complete the survey and two survey reminders were issued during this timeframe. Following receipt of surveys, data were forwarded to the investigators for statistical analysis to identify variations and barriers in care across Canada. Funding for this survey was provided by the CPSP and there are no conflicts of interest to report. Questionnaires were received from 878 respondents, with a total response rate of 31.3%. Of those, 59.4% of respondents indicated that they provided care for infants with NAS. 64.2% of respondents reported that their practice settings had established neonatal care guidelines for NAS, with only 28.9% of them using the CPS practice point for management. For assessment of severity, 90.4% of respondents used either the Finnegan score (51.4%) or the modified Finnegan score (39.0%). As the first location of care for stable infants with NAS, 45.9% of respondents indicated that their practice settings are employing rooming-in with the mother, while 30.1% still utilize the NICU and 21.6% use special care nurseries. The largest barriers to the adoption of rooming-in care are staff concern over monitoring and evaluation, insufficient nursing resources, as well as the need for education and training. This survey documents the extent of variation in NAS management procedures across the country and potential barriers to practice point adoption. These findings will further inform educational outreach and be used to improve future NAS care in Canada.

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)0.002
metaresearch head score (Gemma)0.010
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 score0.079
Threshold uncertainty score0.574

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.007
Science and technology studies0.0050.001
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.003
GPT teacher head0.210
Teacher spread0.207 · 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

Citations1
Published2019
Admission routes2
Has abstractyes

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