MétaCan
Menu
Back to cohort
Record W2784910703 · doi:10.5430/jha.v7n1p18

Suggested improvements of the general cardiology ward round – An opinion paper

2018· article· en· W2784910703 on OpenAlexvenueno aff
Christian Bjurman, Tord Juhlin, Martin J. Holzmann

Bibliographic record

VenueJournal of Hospital Administration · 2018
Typearticle
Languageen
FieldHealth Professions
TopicPatient Safety and Medication Errors
Canadian institutionsnot available
Fundersnot available
KeywordsRoundingPatient safetyMedicineHealth carePatient careWork (physics)NursingPosition (finance)Medical emergencyBusinessComputer sciencePolitical scienceEngineeringFinance

Abstract

fetched live from OpenAlex

General cardiology ward rounds have become more complicated owing to higher production demands combined with continued efforts to improve patient safety. The traditional ward round is now outdated and needs changing to better suit the current environment. After describing the traditional ward round and some alternative rounding systems tested in Sweden, we suggest some simple measures to improve efficiency, patient-centeredness, and patient safety. This article is addressed mainly to health care leaders and physicians in a position to make changes to rounding structures and hospital organization. We hope that this analysis will prompt a debate that will lead to eventual improvements in health care and work satisfaction.

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)0.000
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 score0.034
Threshold uncertainty score0.212

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.044
GPT teacher head0.413
Teacher spread0.369 · 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 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".

Quick stats

Citations1
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Hospital AdministrationSame topicPatient Safety and Medication ErrorsFrench-language works237,207