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Record W7055419370

A Case Study Examining Health and Fitness Effects of Thru Hiking the Pacific Crest Trail

2023· article· en· W7055419370 on OpenAlexaboutno aff

Bibliographic record

VenueTopSCHOLAR (Western Kentucky University) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsPhysical fitnessHeart rateCrestVO2 maxTest (biology)CohortPhysical activityCardiorespiratory fitness
DOInot available

Abstract

fetched live from OpenAlex

The Pacific Crest Trail (PCT), a long-distance hiking route spanning from the U.S.-Mexico Border to the U.S.-Canada border, is a compelling research topic for studying human performance. Thru hiking involves enduring high volumes of moderate-vigorous exercise, load carriage of survival gear, environmental conditions, hydration, nutrition, sleep, and psychological well-being, alongside addressing challenges like navigation, limited resupply, encounters with wild animals and injury/illness. PURPOSE: This case study investigated the impact of thru hiking the PCT on physical fitness and health in a cohort of three non-elite male hikers. METHODS: The participants had two visits to the lab, following an 8-12 hour overnight fast. The first visit occurred a week before the participant's planned start date, while the second occurred within a week of completing the hike. The participants completed a maximal graded exercise test using the Bruce protocol to determine VO2max, in addition their total and regional body compositions were assessed using dual x-ray absorptiometry. Physical activity, energy expenditure, sleep, stress, and environmental conditions were estimated during the hike using a high-end commercial smart watch with an embedded GPS system and photoplethysmography based heart rate and oxygen saturation monitor and they kept a journal of their 24-hour food/beverage records. RESULTS: All participants demonstrated substantial enhancements in both maximal (mean VO2max = + 12.1 ml/kg/min) and submaximal fitness (mean ventilatory threshold = + 14.7% VO2max), along with significant improvements in overall body composition; however, two out of three hikers experienced an increase in visceral fat (mean = + 0.11 kg). Additionally, although all hikers achieved the recommended 7-9 hours of sleep each night none met the advised amount of deep sleep per night. All three hikers' diets were lacking in energy sufficiency and were low in several micronutrients associated with visceral adipose tissue gain. CONCLUSION: This study highlighted the significance of addressing nutritional needs to optimize the outcomes of long-distance hiking expeditions. Further research and target dietary interventions can enhance both performance and health outcomes of thru hikers on extended journeys like the PCT.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.388
Threshold uncertainty score0.530

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.037
GPT teacher head0.271
Teacher spread0.234 · 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.

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
Published2023
Admission routes1
Has abstractyes

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