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Record W4413095664 · doi:10.5114/mp.2025.152814

The end of life seen through the eyes of the patient – a qualitative study through individual in-depth interview

2025· article· en· W4413095664 on OpenAlexaboutno aff
Michał Graczyk, Paweł Flisiński, Anna Ratajska, Marta Łabuś-Centek, Agata Lewandowska, Małgorzata Fopka-Kowalczyk

Bibliographic record

VenueMedycyna Paliatywna · 2025
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsnot available
Fundersnot available
KeywordsQualitative researchPsychologyPsychoanalysisPsychotherapistOptometryMedicineSociologySocial science

Abstract

fetched live from OpenAlex

Introduction: Conversations about dying have always been a challenge for clinicians and people with long-term disease.The purpose of this article is to explore the patients' perspective on death and dying in the context of their condition and illness and to examine well-being of patients before and after interviews. Material and methods:Triangulation of methods was used in the study.A qualitative strategy used an individual in-depth interview method, following the author's interview script to identify patients' perceptions of their own end of life.A quantitative strategy was used to examine disease-related symptoms using the Edmonton symptom assessment system (ESAS) scale (pre-and post-interview test).The subjects were 15 patients in the advanced stages of cancer from the Hospice in Bydgoszcz.Qualitative data were analyzed and interpreted according to the principles of content analysis.Results: Factors triggering thoughts of death primarily included state of health, ailments or loneliness.Patients associate death with anxiety and the very moment of dying.However, some of the respondents did not present fear of impending death.As regards death, patients are mainly afraid of the very moment of dying, accompanied by suffering and loneliness.Believers emphasize the role of spiritual needs.Most often patients wanted to die at home.They usually wished for the presence of a loved one and at the same time, expressed concern and care for them.According to the ESAS scale, symptoms decreased almost in all assessed ranges.Conclusions: Patients' readiness to talk about death and dying is varied, but is helpful in reducing symptoms.An important factor is the degree of willingness of both parties to address this difficult issue.Talking about the end of life is helpful in relieving symptoms and reducing anxiety.Increasing well-being during and after a conversation on existential and spiritual issues invites conversations on these topics.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.058
Threshold uncertainty score0.468

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.189
GPT teacher head0.471
Teacher spread0.282 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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