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Record W4396983522 · doi:10.69520/jipe.v4i1.102

Phone visiting as a novel clinical experience for health care students during COVID-19 and beyond

2022· article· en· W4396983522 on OpenAlex
Paula Mayer, Heather Nelson, Beverlee Ziefflie, Susan Page, Deborah Norton

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of innovation in polytechnic education. · 2022
Typearticle
Languageen
FieldMedicine
TopicTelemedicine and Telehealth Implementation
Canadian institutionsSaskatchewan Polytechnic
Fundersnot available
KeywordsCoronavirus disease 2019 (COVID-19)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)PhonePandemicHealth careMedicinePsychologyMedical educationVirologyPolitical scienceDiseaseInfectious disease (medical specialty)Pathology

Abstract

fetched live from OpenAlex

During the COVID-19 pandemic, there was a need to utilize innovative clinical placements for health care students. The Saskatchewan Polytechnic Continuing Care Assistant (CCA) Program created a five-week phone visiting program to meet the clinical needs of CCA students and to assist older adults who were experiencing social isolation during the COVID-19 pandemic. Student evaluations from the project were analyzed using Braun and Clarke’s (2006) thematic analysis and resulted in three themes: building communication skills, communication as your job, and older adults as people. This program was successful in providing students the opportunity to practice communication, learn the importance of effective communication in the workplace, and view older adults from a new perspective. The phone visiting program was beneficial for both students and the older adults involved. Phone visiting programs would be a beneficial addition to health sciences programs as part of clinical or communication classes.

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)0.002
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 score0.159
Threshold uncertainty score0.655

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.057
GPT teacher head0.504
Teacher spread0.447 · 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