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Record W2935818120 · doi:10.1002/ncp.10270

Perceptions on Use of the Subjective Global Assessment Before and After It Became Part of Regular Practice

2019· article· en· W2935818120 on OpenAlex
Celia Laur, Bridget Davidson, Heather Keller

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueNutrition in Clinical Practice · 2019
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health in Aging
Canadian institutionsResearch Institute for AgingCanadian Nutrition SocietyUniversity of Waterloo
FundersCanadian Frailty Network
KeywordsMedicineMalnutritionThematic analysisBest practicePerceptionQualitative researchNursingFamily medicineMedical education

Abstract

fetched live from OpenAlex

BACKGROUND: Subjective global assessment (SGA) is a standardized diagnostic tool for malnutrition and identifies those who would benefit from nutrition treatment. SGA has been validated in several patient populations; however, implementation in clinical practice is inconsistent. The objective of this study was to understand and contrast the perceptions on use of SGA before and after it became a regular practice for hospital dietitians. METHODS: The More-2-Eat implementation project provided the opportunity to undertake this qualitative study, as 5 hospitals adopted INPAC (Integrated Nutrition Pathway for Acute Care), which includes the use of SGA. Between 2015 and 2018, interviews were conducted with dietitians at baseline (n = 9), a year after implementation (n = 18), and a year after project completion (n = 6). Thematic analysis was conducted. RESULTS: Themes before SGA adoption included a desire for a malnutrition diagnosis and care planning; lacking comfort in use of SGA; and reflecting on SGA training needs. After a year of implementing INPAC and a year after project completion, themes described becoming a better clinician; allowing dietitians to see the right people, sooner; recognizing the variability in the treatment path for mildly/moderately malnourished (SGA B) patients; improving overall efficiency in delivery of care; and establishing policy and procedures to sustain and spread use of SGA. CONCLUSION: Initially, dietitians were hesitant to use SGA. Adoption through a focused implementation study and experience with implementation of SGA changed these perceptions. Understanding these perceptions before and after use may support adoption of this useful diagnostic tool.

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.

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)0.002
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation 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 score0.127
Threshold uncertainty score0.754

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.088
GPT teacher head0.489
Teacher spread0.401 · 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