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Record W3023705814 · doi:10.1002/cpt.1882

The Implausibility of Neonatal Opioid Toxicity from Breastfeeding

2020· review· en· W3023705814 on OpenAlexaffabout
Jonathan S. Zipursky, David N. Juurlink

Bibliographic record

VenueClinical Pharmacology & Therapeutics · 2020
Typereview
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsHealth Sciences CentreSunnybrook HospitalUniversity of TorontoInstitute for Clinical Evaluative SciencesSunnybrook Health Science Centre
Fundersnot available
KeywordsBreastfeedingOpioidToxicityMedicinePediatricsInternal medicineReceptor

Abstract

fetched live from OpenAlex

The belief that newborns can develop opioid toxicity from breastfeeding is widely held but supported by very little data. Based largely on a single, highly publicized case report (the "Toronto case"), major health agencies worldwide now caution against codeine use by nursing mothers. As a result, "stronger" opioids with greater abuse liability are increasingly prescribed in its place, potentially to the detriment of maternal health. We re-examine aspects of this case report to demonstrate why such an occurrence is highly implausible. The Toronto case involved the death of a 13-day-old infant from opioid toxicity. The child's mother, who took codeine while breastfeeding, was found to have a duplication of CYP2D6*2, consistent with ultrarapid metabolizer status. This led to the conclusion that the child died from opioid toxicity due to enhanced maternal conversion of codeine to morphine, with the subsequent passage of large amounts of morphine into breast milk. We argue that this explanation is implausible based upon several factors: (1) the exceedingly small amount of opioids passed into breastmilk irrespective of maternal CYP genotype, (2) the observation that significant neonatal opioid accumulation can only occur in the setting of severely impaired renal function, and (3) the previously unreported finding of a markedly elevated codeine concentration in postmortem blood. Finally, a review of the literature identifies a paucity of convincing reports of neonatal opioid toxicity during breastfeeding, with no other confirmed cases of neonatal death despite the use of these drugs by millions of nursing mothers over the past 2 decades.

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)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.002
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 head0.120
GPT teacher head0.461
Teacher spread0.340 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations36
Published2020
Admission routes2
Has abstractyes

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