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New Insights in the Prescription of Exercise for Coronary Patients

2003· review· en· W2037274146 on OpenAlexaff
Barry A. Franklin, David P. Swain, Roy J. Shephard

Bibliographic record

VenueThe Journal of Cardiovascular Nursing · 2003
Typereview
Languageen
FieldMedicine
TopicCardiovascular and exercise physiology
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineRehabilitationExercise prescriptionMedical prescriptionPhysical therapyPsychological interventionAerobic exerciseCoronary artery diseaseVO2 maxSocioeconomic statusMetabolic equivalentCardiologyInternal medicineEmergency medicineIntensive care medicinePhysical activityHeart rateBlood pressureEnvironmental healthPopulationNursing

Abstract

fetched live from OpenAlex

Prescribing exercise for cardiac patients is comparable in many ways to prescribing medications; that is, one recommends an optimal dosage according to individual needs and clinical status. Recent research has shown that it is more accurate to prescribe exercise as a percentage of the oxygen uptake reserve (VO2R), which is the difference between resting and maximal or peak oxygen consumption, rather than as a percentage of the VO2 max. Moreover, it appears that a minimum of 1600 kcal/week of leisure-time physical activity may halt the progression of coronary artery disease, whereas regression may be achieved with a gross energy expenditure of 2200 kcal/week. Upper body and resistance training have also been shown to be safe and effective for clinically stable patients. Aerobic capacity serves as an independent predictor of all cause and cardiovascular mortality in patients referred to an outpatient cardiac rehabilitation program, with each 1 metabolic equivalent increase in aerobic fitness conferring an approximate 10% reduction in mortality. The goal of preventing recurrent cardiac events is, to a large extent, based on sustained compliance to multifactorial interventions, which can be influenced by numerous socioeconomic and clinical variables, and enhanced by home-based or group cardiac rehabilitation programs that are designed to circumvent or attenuate barriers to participation and adherence, so that many more individuals may realize the benefits that secondary prevention can provide.

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)0.002
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.004
Science and technology studies0.0000.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.002

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 head0.036
GPT teacher head0.306
Teacher spread0.271 · 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

Citations50
Published2003
Admission routes1
Has abstractyes

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Same venueThe Journal of Cardiovascular NursingSame topicCardiovascular and exercise physiologyFrench-language works237,207