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Record W2979144773 · doi:10.1093/jcag/gwy045

Anxiety, Depression and Quality of Life Improve After One Month and Three Months of Home Parenteral Nutrition: A Pilot Study in a Canadian Population

2018· article· en· W2979144773 on OpenAlexaffabout
María Inés Pinto-Sánchez, Shannon L. Gadowsky, Suzan McKenzie, Michael J. Raphael, Anne Marie Childs, Marroon Thabane, Suzanne Hansen, John K. Marshall, David Armstrong

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldNursing
TopicClinical Nutrition and Gastroenterology
Canadian institutionsUniversity of TorontoMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsAnxietyDepression (economics)Hospital Anxiety and Depression ScaleMedicineQuality of life (healthcare)Parenteral nutritionMalignancyProspective cohort studyPopulationInternal medicinePediatricsPsychiatryNursing

Abstract

fetched live from OpenAlex

Abstract Background Patients receiving home parenteral nutrition (HPN) have a reduced quality of life (QoL), but it is unknown if this is associated with psychiatric comorbidities such as anxiety or depression. Aim The aim of this study was to assess anxiety, depression and QoL in patients transitioning from hospital to HPN. Methods We conducted a prospective study in adult patients receiving parenteral nutrition (PN) during transition from hospital to home. We assessed anxiety and depression (Hospital Anxiety and Depression Scale; HADS), health-related quality of life (HRQoL; SF-36) and health status (EQ-5D) before discharge and again later at one and three months after HPN was started. Results Of the 29 patients, 15 had an underlying malignancy. At baseline, 93% of patients with malignancy had anxiety or depression (HADS A and/or HADS D >7) or both, while of the patients without malignancy, 60% had anxiety, and 40% had depression. Questionnaires were completed by 21 patients at one month and by 15 at three months. Anxiety and depression scores decreased significantly after one month of HPN (mean difference [MD] anxiety: 4.3; 95% CI, 1.2–7.5, P = 0.004; MD depression: 4.0; 95% CI, 1.5–6.5, P = 0.001), and the decrease persisted at three months (MD anxiety: 35; 95% CI, 0.35–6.6, P = 0.02; MD depression: 2.5; 95% CI, 0.06–5.0, P = 0.04). Overall, patients reported an improvement in HRQoL (SF-36) after one month of HPN, and this improvement was maintained at three months in those patients who survived. Conclusion Home parenteral nutrition is associated with improvements in anxiety, depression and HRQoL at one month and three months after discharge from hospital. The improvements in Qol, anxiety and depression seem greater in patients with underlying malignancy.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.145
Threshold uncertainty score0.291

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.284
Teacher spread0.260 · 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 designObservational
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".

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Citations9
Published2018
Admission routes2
Has abstractyes

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