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Record W86517199

Quality of life after acute myocardial infarction: a systematic review.

2003· review· en· W86517199 on OpenAlexaff
Ewurabena Simpson, Louise Pilote

Bibliographic record

VenuePubMed · 2003
Typereview
Languageen
FieldMedicine
TopicCardiac Health and Mental Health
Canadian institutionsMontreal General Hospital
Fundersnot available
KeywordsMedicineMyocardial infarctionQuality of life (healthcare)Health related quality of lifePhysical therapyIntensive care medicineAffect (linguistics)Internal medicineDisease
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND: Health-related quality of life (HRQoL) is an important measure of a patient's recovery after an illness. It has been suggested that different treatments may affect the HRQoL of patients with acute myocardial infarction (AMI). OBJECTIVE: To examine the effects of an AMI on HRQoL and identify common patterns in the HRQoL assessments of post-AMI patients. METHODS: Systematic review of published studies. RESULTS: The impact of AMI on HRQoL appears to be modest. Physical capacity, work status, symptoms, functional status and general health perceptions declined the most after AMI. However, the majority of these HRQoL domains improved to normal levels with time. The severity of AMI-related symptoms, timing of HRQoL measurements after AMI and patients' age have had the most important influence on patient HRQoL after AMI. CONCLUSIONS: The review suggests that HRQoL is minimally affected by AMI. However, current measurement tools may not be sensitive enough to detect changes in HRQoL after AMI.

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)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.008
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.003
Bibliometrics0.0060.008
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.078
GPT teacher head0.396
Teacher spread0.318 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations32
Published2003
Admission routes1
Has abstractyes

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