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Record W3198350999 · doi:10.1002/ijgo.13919

Disconnected perspectives: Patient and care provider's experiences of substance use in pregnancy

2021· article· en· W3198350999 on OpenAlexaffabout
Sheona Mitchell‐Foster, Carolyn E. Emon, M A Brouwer, Lucille Duncan Elder, Jessie King

Bibliographic record

VenueInternational Journal of Gynecology & Obstetrics · 2021
Typearticle
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsVancouver Native Health SocietyPositive Living NorthInterior HealthUniversity of Northern British ColumbiaUniversity of British Columbia
Fundersnot available
KeywordsIndigenousNursingHarmPregnancyHealth careCultural humilityMedicineRacismSubstance abusePsychologyPsychiatryCultural competenceSocial psychologyPolitical science

Abstract

fetched live from OpenAlex

OBJECTIVE: Generations of colonialism, abuse, racism, and systemic trauma have contributed to Indigenous women in Canada bearing the greatest burden of substance use in pregnancy. Stigma associated with substance use in pregnancy translates into multiple barriers to women engaging in care. Care providers have key interactions that can act as a bridge or a barrier to care. METHODS: Patient journey maps were created for women living with substance use (n = 3) and semi-structured interviews (n = 20) were performed to understand perceptions of maternity-care providers around women with substance use in pregnancy at a regional hospital in northern British Columbia. RESULTS: Patient journey maps showed overall emotions of hurt, loss, judgment, and anger at their interface with health care during pregnancy. Providers described gaps in knowledge of substance use in pregnancy and harm reduction. Although care providers overall perceived themselves to be providing compassionate care without bias, the patient journey maps suggested profound judgment on behalf of providers. CONCLUSION: Ongoing cultural humility and trauma-informed care training along the continuum of care is critical to impacting discrepancies between perceived lack of bias and harm in patient interactions. Acknowledgment of systemic racism's impact on provision of maternity care is critical for health system change.

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)0.005
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0100.007
Scholarly communication0.0050.004
Open science0.0010.008
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.015
GPT teacher head0.267
Teacher spread0.252 · 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 designQualitative
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

Citations18
Published2021
Admission routes2
Has abstractyes

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Same venueInternational Journal of Gynecology & ObstetricsSame topicPrenatal Substance Exposure EffectsFrench-language works237,207