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Record W2586726178 · doi:10.7939/r31z42221

Attitudes and Opinions of Pediatric Physicians Regarding Decisions to Withdraw or Withhold Medically-Provided Hydration or Nutrition

2013· article· en· W2586726178 on OpenAlexaboutno aff
Mark Belletrutti

Bibliographic record

VenueUniversity of Alberta Library · 2013
Typearticle
Languageen
FieldHealth Professions
TopicObesity and Health Practices
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineFamily medicinePsychology

Abstract

fetched live from OpenAlex

Deciding to forego intravenous hydration (IH) and medically-provided nutrition (MPN) in pediatric patients remains controversial. Minimal published research exists that explores the attitudes and approaches of pediatricians who are making these decisions. This survey explored attitudes and opinions of pediatricians that influence decisions to forego IH & MPN in children. Sixty Canadian pediatricians responded amongst whom 49 had previous experience with foregoing IH & MPN. Respondents felt that IH & MPN were medical treatments, withdrawal was ethically permissible, and that these should be addressed separately from discussions about withdrawal of other life-sustaining therapies. Fewer respondents felt IH & MPN were ethically equivalent to other life-sustaining therapies. Most respondents felt greater discomfort withdrawing IH & MPN. Own emotional comfort was less influential in experienced pediatricians compared to pediatricians without experience. The approach of experienced pediatricians deserves further study to help refine current guidelines and education of new pediatricians who may face these issues.

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)0.004
metaresearch head score (Gemma)0.025
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.054
Threshold uncertainty score0.107

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.038
GPT teacher head0.329
Teacher spread0.291 · 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
Published2013
Admission routes1
Has abstractyes

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