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Record W649611485

The effectiveness of the Interactive Metronome® as a tool to improve selective attention of veterans within their roles in post-secondary education settings in eastern North Carolina

2014· dissertation· en· W649611485 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueNC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro) · 2014
Typedissertation
Languageen
FieldSocial Sciences
TopicEducation and Military Integration
Canadian institutionsnot available
Fundersnot available
KeywordsMetronomeTest (biology)PsychologyRehabilitationClinical psychologyWorkforceMedical educationApplied psychologyMedicinePhysical therapy
DOInot available

Abstract

fetched live from OpenAlex

The purpose of this study was to measure the effectiveness of the Interactive Metronome specific to improving attention. As veteran enrollment continues to increase in higher education, attention in the classroom and workforce due factors such as Post Traumatic Stress Disorder (PTSD) and Traumatic Brain Injury (TBI) have become an issue. Could veterans who have expressed concern of attention problems benefit from the Interactive Metronome (IM)? Three veteran students and employees from East Carolina University self-identified as having problems with attention and participated in the study. Subjects were given the IM-Home system after meeting with the PI to complete the Canadian Occupational Performance Measure (COPM), d2 Test of Attention, and learning to use the system. After 15 at-home sessions (4-6 weeks) with the IM, participants retook the COPM and D2. It was found that all participants rated their satisfaction with attention in school or work higher than before they started the IM. Additionally, post-test scores of the d2 Test of Attention showed that all participants were able to process more information. Based on these results and past studies, it is believed that the Interactive Metronome is a valuable tool in the rehabilitation process and may be especially helpful for veterans with attention problems.

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.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.592
Threshold uncertainty score0.941

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.006
GPT teacher head0.254
Teacher spread0.248 · 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