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Record W2804367384 · doi:10.1177/0890334418774014

The Influence of Spinal Cord Injury on Breastfeeding Ability and Behavior

2018· article· en· W2804367384 on OpenAlexafffundabout
Theodor Holmgren, Amanda H. X. Lee, Shea Hocaloski, Lynsey Hamilton, Iris Hellsing, Stacy Elliott, Claes Hultling, Andrei V. Krassioukov

Bibliographic record

VenueJournal of Human Lactation · 2018
Typearticle
Languageen
FieldMedicine
TopicSpinal Cord Injury Research
Canadian institutionsGF Strong Rehabilitation CentreVancouver Coastal HealthInternational Collaboration On Repair DiscoveriesUniversity of British Columbia
FundersCanadian Institutes of Health ResearchInternational Collaboration on Repair DiscoveriesRick Hansen InstituteCraig H. Neilsen Foundation
KeywordsBreastfeedingSpinal cord injuryMedicineSpinal cordPsychologyAnesthesiaDevelopmental psychologyNeurosciencePediatrics

Abstract

fetched live from OpenAlex

BACKGROUND: Lactation dysfunction following spinal cord injury has been noted in the literature. However, researchers have often grouped together all women of physical disability or do not account for injury level. The extent of lactation dysfunction and influence of spinal cord injury on breastfeeding ability and behavior is not well understood. Research aim: This study aimed to identify major barriers to lactation and breastfeeding related to spinal cord injury, specifically comparing high- and low-level injuries. METHODS: A retrospective cross-sectional survey design was used. Two online questionnaires were developed and completed by women ( N = 52) who chose to breastfeed with spinal cord injury, primarily in Canada and Sweden. RESULTS: The first questionnaire was completed by 52 women with spinal cord injury; 38 of the original 52 participants completed the second questionnaire. Of the 52 women, 28 (53.8%) had high-level spinal cord injury (at or above T6) and 24 (46.1%) had low-level injury (below T6). On the second questionnaire, 14 (77.8%) women with high-level injury reported insufficient milk production or ejection. Only 35% of women ( n = 7) with low-level injury reported the same. Autonomic dysreflexia was experienced by 38.9% of women ( n = 7) with high-level injury. Exclusive breastfeeding duration was significantly shorter ( p < .05) in the high-level injury group (3.3 months) compared with women with low-level injury (6.5 months). CONCLUSION: These results further support the notion that spinal cord injury (particularly at or above T6) disrupts lactation and is associated with shorter breastfeeding duration. Autonomic dysreflexia should be addressed in prospective mothers with high-level spinal cord injury.

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)0.008
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 score0.016
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
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 head0.050
GPT teacher head0.436
Teacher spread0.386 · 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

Citations35
Published2018
Admission routes3
Has abstractyes

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