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Record W7020972490

Mothers’ care-seeking journeys for daughters with depression

2017· article· en· W7020972490 on OpenAlexfundaboutno aff

Bibliographic record

VenueIslandScholar (University of Prince Edward Island) · 2017
Typearticle
Languageen
FieldMedicine
TopicMaternal Mental Health During Pregnancy and Postpartum
Canadian institutionsnot available
FundersHospital for Sick ChildrenUniversity of Prince Edward Island
KeywordsMental healthThematic analysisNarrativeNarrative inquiryQualitative researchFace (sociological concept)Help-seekingMental health care
DOInot available

Abstract

fetched live from OpenAlex

Atlantic Canadian mothers’ experiences in seeking and accessing mental health care and support for their adolescent daughters’ depression were explored in this thesis. The care- seeking journeys were depicted through the narratives of seven mothers whose eight daughters accessed the provincial mental health systems and obtained a diagnosis of depression. Qualitative semi-structured interviews and patient journey mapping methods guided data collection to assist in understanding mothers’ experiences in the mental health system, education system, and family life. The interview transcripts and journey maps were analyzed using narrative and thematic analysis and by drawing on critical and feminist theories. The three overarching themes in mothers’ journeys were; a) marginalization and loss of control, b) becoming empowered, and c) hope for the future. Recommendations for improving mothers’ care-seeking experiences in Atlantic Canada were reported, including evidence to enhance continuity of care, increase collaborative team-based supports, and strategize quality mental health education. This research can help to increase awareness and understanding among health care professionals and educators regarding the challenges that mothers face while seeking care for their daughter’s depression, highlighting the need to provide more consistent and collaborative support and conform to a streamlined system to assist in the journeys of Atlantic Canadian mothers and youth.\nKeywords: mothering, depression, mental health, care-seeking, qualitative, narrative research, patient journeys, Atlantic Canada

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)0.005
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 score0.777
Threshold uncertainty score0.449

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.003
Scholarly communication0.0040.001
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.264
Teacher spread0.249 · 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

Citations0
Published2017
Admission routes2
Has abstractyes

Explore more

Same venueIslandScholar (University of Prince Edward Island)→Same topicMaternal Mental Health During Pregnancy and Postpartum→French-language works237,207→