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Record W7035769631

Antenatal Kratom Exposure: Literature Review and Clinical Management Recommendations

2023· article· en· W7035769631 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicNuclear Issues and Defense
Canadian institutionsnot available
Fundersnot available
KeywordsBuprenorphineAbstinenceAnxietyOpioid use disorderPregnancyMoodStimulantOpioid
DOInot available

Abstract

fetched live from OpenAlex

Alice Ordean1,2 1Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada; 2Department of Family Medicine, St. Joseph’s Health Centre, Unity Health Toronto, Toronto, Ontario, CanadaCorrespondence: Alice Ordean, St. Joseph’s Health Centre, Family Medicine Clinic, 30 The Queensway, Toronto, Ontario, M9A 1E6, Canada, Tel +1 416 530-6860, Fax +1 416 530-6160, Email alice.ordean@unityhealth.toAbstract: In recent years, there has been a rapid interest in using kratom for the self-management of various chronic pain, anxiety and mood conditions, as well as, for the management of opioid withdrawal symptoms. The two main kratom alkaloids have stimulant and opioid-like effects that cause concerns during pregnancy. A literature review was conducted, and ten case reports relating to maternal kratom use were included consisting of 12 mother-infant dyads. Case reports indicated that regular use of kratom was associated with the presence of maternal kratom dependence and withdrawal. The route and amount of kratom use reported was highly variable. The majority of women were only identified in the postpartum period after infants displayed symptoms and signs of neonatal withdrawal. Management of maternal kratom use varied and included either opioid agonist treatment with buprenorphine or morphine or detoxification. Most of the exposed infants were described to develop neonatal abstinence syndrome and more than half required pharmacological treatment with morphine. All neonates were discharged home in the care of their mothers. Clinicians should be aware of the possible clinical effects of perinatal kratom exposure and be able to implement appropriate maternal and neonatal management strategies.Keywords: Mitragyna, pregnancy, opioids, neonatal abstinence syndrome, opioid agonist treatment

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.314
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

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 head0.297
GPT teacher head0.618
Teacher spread0.321 · 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