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Record W7140349383

Exercise Testing and Prescription for Populations with Other Chronic Diseases and Health Conditions

2025· book-chapter· en· W7140349383 on OpenAlexaff
Tom E.; id_orcid 0000-0003-2947-4931 Nightingale, Ashraf S. Gorgey

Bibliographic record

VenueUniversity of Birmingham Research Portal (University of Birmingham) · 2025
Typebook-chapter
Languageen
FieldMedicine
TopicCardiovascular and exercise physiology
Canadian institutionsInternational Collaboration On Repair Discoveries
Fundersnot available
KeywordsMedical prescriptionExercise prescriptionTest (biology)Health careSports medicineAlternative medicineResource (disambiguation)Health professionals
DOInot available

Abstract

fetched live from OpenAlex

Get scientifically based, evidence-informed standards that prepare you for success — from the source you trust! ACSM's Guidelines for Exercise Testing and Prescription, 12th Edition, from the prestigious American College of Sports Medicine, provides authoritative, succinct summaries of recommended procedures for exercise testing and exercise prescription in healthy populations and individuals with conditions or special considerations. Now fully up to date from cover to cover, this flagship title is an essential resource for all exercise professionals, as well as other health care professionals who may counsel patients on exercise, including physicians, nurses, physician assistants, physical and occupational therapists, personal trainers, team physicians, and more. •Updated content reflects current ACSM guidance on best practices for exercise testing and prescription, based on changes in the field and advances in research. •Expanded coverage on the application of exercise testing and prescription in applied settings, as well as updated coverage on behavioral theories and resistance training. •Reader-friendly features include abbreviations and common acronyms listed up front; boxes, tables, and figures that highlight key concepts in quick-reference, easy-to-digest formats; case studies that reflect real-world experience; FITT tables that apply Frequency, Intensity, Time, and Type principles; and useful appendices on common medications, ECG interpretation tips, metabolic calculations, and more. •Updated and expanded student and instructor resources reflect all changes in the 12th edition, making this title a must-have resource for students, independent learners, and educators, as well as fitness professionals, allied health professionals, and others who care for active adults.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.426
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
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 head0.082
GPT teacher head0.315
Teacher spread0.233 · 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.

Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Birmingham Research Portal (University of Birmingham)Same topicCardiovascular and exercise physiologyFrench-language works237,207