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Record W3087429176 · doi:10.1097/jsm.0000000000000850

A Half-Century of Evidence-Based Cardiac Rehabilitation: A Historical Review

2020· article· en· W3087429176 on OpenAlexaffabout

Bibliographic record

VenueClinical Journal of Sport Medicine · 2020
Typearticle
Languageen
FieldMedicine
TopicCardiac Health and Mental Health
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsRehabilitationQuality of life (healthcare)Clinical trialMedical therapyDepression (economics)Randomized controlled trial

Abstract

fetched live from OpenAlex

OBJECTIVE: To review the achievements of cardiac exercise rehabilitation programs retrospectively and to identify continuing challenges to their success. METHODS: A review of files accumulated while working with the Toronto Rehabilitation Center, updated by articles identified by PUB-MED, OVID, and Google Scholar through February 2019. RESULTS: After the early lead of Israeli physicians, cardiac rehabilitation began in Ontario during the 1960s and quickly attracted a large case load. Recurrence rates of the patients recruited were low relative to those receiving standard medical treatment, even after allowing for differences in risk factors at entry to programs. Controlled trials began but were individually of insufficient in size to show a significant reduction in recurrences or mortality. Subsequently, multiple meta-analyses demonstrated a 20% to 25% reduction of all-cause and cardiac mortality over the first few years of follow-up in patients who persisted with their rehabilitation. Compliance continued a problem at many centers, but special features of the Toronto cardiac rehabilitation program sustained a compliance of 82.8% over 3 years. Although vigorous exercise increased the immediate risks of a recurrence 5- to 10-fold, this was more than offset by the long-term benefits of enhanced physical condition, and cardiac deaths were a rarity during either supervised or home-based exercise sessions. About a half of patients developed a depression immediately after infarction, but if encouraged to persist with prescribed exercise, their quality of life progressively improved. Among the wide variety of mechanisms underlying the benefits of exercise, gains of aerobic power seemed particularly important. With sustained training, the physical condition of some younger patients progressed to the point of participating successfully in marathon events. Older patients also benefited from sustained training, but for them, optimal results were likely associated with less rigorous physical demands. CONCLUSIONS: Research conducted in Toronto and elsewhere has established the benefits of exercise-centered cardiac rehabilitation. However, there remains a need to define the optimum timing of program onset, and the frequency, intensity, and duration of supervised training sessions. Return to blue-collar occupations also needs to be boosted, and the limited participation of eligible patients in available programs remains a continuing challenge.

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)0.014
metaresearch head score (Gemma)0.047
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.014
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.047
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0130.016
Science and technology studies0.0010.003
Scholarly communication0.0050.007
Open science0.0020.002
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0030.001

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 head0.239
GPT teacher head0.476
Teacher spread0.237 · 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 designNot applicable
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

Citations3
Published2020
Admission routes2
Has abstractyes

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