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Record W2408326075

Diabetes control among patients presenting with acute myocardial infarction in a Canadian tertiary health care setting.

2003· article· en· W2408326075 on OpenAlexaffabout
Syed Ali Imran, Jafna L. Cox, Ehud Ur

Bibliographic record

VenuePubMed · 2003
Typearticle
Languageen
FieldMedicine
TopicHyperglycemia and glycemic control in critically ill and hospitalized patients
Canadian institutionsDalhousie University
Fundersnot available
KeywordsMedicineDiabetes mellitusMyocardial infarctionCoronary care unitGlycated hemoglobinPopulationInternal medicineInsulinEmergency medicineIntensive care medicineType 2 diabetesEndocrinology
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND: The use of an insulin infusion following myocardial infarction, and its consequent lowering of glucose, significantly improves mortality. OBJECTIVE: To explore whether this knowledge was being applied in clinical practice. METHODS: The authors conducted a chart audit of all subjects with an acute myocardial infarction admitted to the coronary care unit of a tertiary health care centre in Nova Scotia between January 1, 2000 and December 31, 2000. Information was obtained from a computerized database as well as individual chart review. Treatment of patients with and without diabetes was specifically compared. RESULTS: There were 447 total admissions. One hundred and twenty-eight had diabetes mellitus and the majority of these (93%) had type 2 diabetes. Most patients (54%) sustained a non-Q wave infarction and 77% had either thrombolytic therapy or cardiac catheterization. Mean glucose on admission and discharge was 11.32 mmol/L and 9.86 mmol/L, respectively. Diabetes was managed conservatively among 98%, and only 2% received insulin infusion therapy. Only 16.3% of diabetic patients had their glycated hemoglobin A1c checked (mean value 9.12%). In-hospital mortality was 21% among patients with diabetes and 10.4% among those without. CONCLUSIONS: The present study highlights the poor outcome of patients with diabetes presenting with acute myocardial infarction. Despite clinical trial evidence suggesting that use of insulin infusion would confer significant benefit in this population, it was markedly underused even in a setting where other evidence-based therapies were well prescribed. These findings raise questions about the need for national clinical practice guidelines incorporating the use of insulin infusion in standard care.

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)0.000
metaresearch head score (Gemma)0.003
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 score0.896
Threshold uncertainty score0.208

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.004
GPT teacher head0.213
Teacher spread0.209 · 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".

Quick stats

Citations0
Published2003
Admission routes2
Has abstractyes

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