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Record W3080929866 · doi:10.1177/0844562120954125

Parental Experiences Caring for Their Hospitalized Medically Fragile Infants: A Description of Grief, Stress, and Coping

2020· article· en· W3080929866 on OpenAlexafffundvenueabout
Lyndsay Jerusha MacKay, Karen Benzies, Chantelle Barnard, Shelley Raffin Bouchal

Bibliographic record

VenueCanadian Journal of Nursing Research · 2020
Typearticle
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsUniversity of Calgary
FundersAlberta Children's Hospital Foundation
KeywordsStressorGriefPsychological interventionCoping (psychology)MedicineMental healthPsychologySocial supportClinical psychologyNursingPsychiatryPsychotherapist

Abstract

fetched live from OpenAlex

BACKGROUND: Advances in care have increased survival and improved outcomes of infants with complex and chronic diseases. These medically fragile infants require long-term hospitalization and depend on technology for survival. Parents of these infants experience stress and difficulties adapting to their parental role. PURPOSE: To present an account of parental experiences as they provided care for their hospitalized medically fragile infant. METHODS: This study was part of a larger constructivist grounded theory study to provide a holistic understanding of the processes of care for medically fragile infants. For this sub-study, 21 parents of hospitalized medically fragile infants were recruited from a pediatric hospital in Western Canada. Parents participated in face-to-face, semi-structured interviews, which were transcribed and analyzed using initial and focused coding. RESULTS: Parents of hospitalized medically fragile infants grieved the loss of parenting a healthy infant, and they experienced multiple stressors. Parents utilized various coping strategies to manage their grief and stressors. Some parents were unable to cope, which exacted a heavy toll on their physical and mental health. Parents recommended psychological support, access to physical activity, primary nursing, and health system navigators. CONCLUSIONS: Parental recommendations can inform the design of interventions for parents of hospitalized medically fragile infants.

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 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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.097
Threshold uncertainty score0.254

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.090
GPT teacher head0.356
Teacher spread0.266 · 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 teacher head, 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

Citations9
Published2020
Admission routes4
Has abstractyes

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