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Record W2921104044 · doi:10.1161/circ.139.suppl_1.mp63

Abstract MP63: How Much Does Exclusive Breastfeeding to the Recommended Six Months Increase Maternal Postpartum Weight Loss in Healthy Women?

2019· article· en· W2921104044 on OpenAlexaff
Muna J. Tahir, Jacob L. Haapala, Kara M. Whitaker, Laurie Foster, Katy Duncan, April M. Teague, Elyse O. Kharbanda, Patricia M. McGovern, Tonya C. Schoenfuss, Lisa Harnack, David A. Fields, David R. Jacobs, Ellen W. Demerath

Bibliographic record

VenueCirculation · 2019
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsFields Institute for Research in Mathematical Sciences
Fundersnot available
KeywordsMedicineBreastfeedingObstetricsPregnancyWeight gainProspective cohort studyBirth weightCohort studyWeight lossPostpartum periodGestational agePediatricsObesityBody weightInternal medicine

Abstract

fetched live from OpenAlex

Objective: Postpartum weight retention increases the risk of future obesity and cardiovascular disease. Although exclusive breastfeeding (EBF) has been promoted as an effective means to lose gestational weight gain, previous studies report mixed findings for the relationship between duration of EBF and maternal postpartum weight loss (PPWL). This study evaluates whether meeting the recommended 6-months of EBF is associated with greater PPWL by 6-months than a shorter duration of EBF. Methods: The Mothers and Infants LinKed for Health (MILK) study is an ongoing prospective cohort of non-diabetic, non-smoking mother-infant dyads, all of whom were exclusively breastfeeding at 1-month postpartum. Breastfeeding exclusivity was subsequently self-reported by mothers at 3 and 6-months postpartum. Maternal pre-pregnancy weight and weight at delivery were abstracted from medical records. PPWL was calculated as maternal weight measured at 1, 3 and 6-months minus maternal weight at delivery. Mixed effects linear regression models were used to test the association of duration of EBF with repeated measures of PPWL after adjustment for covariates including maternal pre-pregnancy weight, gestational weight gain, parity, physical activity and infant sex. Results: Among 315 mothers who were exclusively breastfeeding at 1-month, 93% and 75% continued EBF to 3 and 6-months, respectively. By 6-months postpartum, weight loss (least square means ± standard error) was -8.55 ± 1.31 kg among EBF to 1-month, -10.60 ± 0.82 kg among EBF to 3-months and -11.73 ± 0.37 kg among EBF to 6-months (Figure). EBF to 6-months was associated with greater PPWL by 6-months postpartum than EBF to 1 or 3-months (p<0.05) after covariate adjustment. Conclusion: EBF to 6-months postpartum was associated with greater maternal PPWL than shorter EBF durations. Interventions may promote prolonged EBF as a means of increasing maternal weight loss by 6-months postpartum, but additional research is needed to explore whether these differences persist after weaning.

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)0.007
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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.014
GPT teacher head0.275
Teacher spread0.261 · 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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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